Digital Health – PsychoSense

2024

• Abdelaal M., Yayak AB., Klede K., Schöning H.:
  ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines
  3rd International Workshop on Databases and Machine Learning (Utrecht, 13. May 2024 - 13. May 2024)
  Open Access: https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf
  URL: https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf
  BibTeX: Download
• Albert T., Eskofier B., Zanca D.:
  From patches to objects: exploiting spatial reasoning for better visual representations
  In: Discover Applied Sciences 6 (2024), Article No.: 232
  ISSN: 3004-9261
  DOI: 10.1007/s42452-024-05894-2
  BibTeX: Download
• Albrecht N., Langer D., Krauß D., Richer R., Abel L., Eskofier B., Rohleder N., Kölpin A.:
  EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3420241
  URL: https://ieeexplore.ieee.org/document/10577086
  BibTeX: Download
• Altmannshofer S., Flaucher M., Beierlein M., Eskofier B., Beckmann M., Fasching P., Hübner H.:
  A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis
  In: Digital Health 10 (2024)
  ISSN: 2055-2076
  DOI: 10.1177/20552076241234627
  BibTeX: Download
• Dietz S., Altstidl TR., Zanca D., Eskofier B., Nguyen A.:
  How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
  International Joint Conference on Neural Networks (IJCNN) (Yokohama, 30. June 2024 - 5. July 2024)
  DOI: 10.1109/IJCNN60899.2024.10650421
  URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421
  BibTeX: Download
• Dumbach P.:
  Adoption of Artificial Intelligence in Industry and Politics: An Analysis Based on Web Mining and Case Studies across Diverse Data Sources (Dissertation, 2024)
  URL: https://open.fau.de/handle/openfau/31160
  BibTeX: Download
• Eskofier B., Vossiek M.:
  Invisible Sensing: Radar-based Biomonitoring
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-2
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3409086
  BibTeX: Download
• Foltyn A., Deuschel J., Lang-Richter NR., Holzer N., Oppelt M.:
  Evaluating the robustness of multimodal task load estimation models
  In: Frontiers in Computer Science 6 (2024), Article No.: 1371181
  ISSN: 2624-9898
  DOI: 10.3389/fcomp.2024.1371181
  BibTeX: Download
• Ibrahim A., Ollenschläger M., Klebe S., Schüle R., Jeschonneck N., Kellner M., Loris E., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
  Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia
  In: European Journal of Neurology (2024)
  ISSN: 1351-5101
  DOI: 10.1111/ene.16367
  BibTeX: Download
• Jäger K., Nissen M., Rahm S., Titzmann A., Fasching P., Beilner J., Eskofier B., Leutheuser H.:
  Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings
  In: Physiological Measurement (2024)
  ISSN: 0967-3334
  DOI: 10.1088/1361-6579/ad4952
  BibTeX: Download
• Kirk C., Küderle A., Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Soltani A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Eskofier B., Del Din S.:
  Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
  In: Scientific Reports 14 (2024), Article No.: 1754
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-51766-5
  BibTeX: Download
• Kluge F., Brand YE., Micó-Amigo ME., Bertuletti S., D'Ascanio I., Gazit E., Bonci T., Kirk C., Küderle A., Palmerini L., Paraschiv-Ionescu A., Salis F., Soltani A., Ullrich M., Alcock L., Aminian K., Becker C., Brown P., Buekers J., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Echevarria C., Eskofier B., Evers J., Garcia-Aymerich J., Hache T., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Koch S., Maetzler W., Megaritis D., Niessen M., Perlman O., Schwickert L., Scott K., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Yarnall A., Rochester L., Mazzà C., Del Din S., Mueller A.:
  Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
  In: JMIR Formative Research 8 (2024), Article No.: e50035
  ISSN: 2561-326X
  DOI: 10.2196/50035
  BibTeX: Download
• Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
  A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3397208
  BibTeX: Download
• Kudelka J., Ollenschläger M., Dodel R., Eskofier B., Hobert MA., Jahn K., Klucken J., Labeit B., Polidori MC., Prell T., Warnecke T., von Arnim CA., Maetzler W., Jacobs AH.:
  Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey
  In: BMC Geriatrics 24 (2024), Article No.: 347
  ISSN: 1471-2318
  DOI: 10.1186/s12877-024-04913-6
  BibTeX: Download
• Küderle A., Ullrich M., Roth N., Ollenschläger M., Ibrahim A., Moradi H., Richer R., Seifer AK., Zürl M., Simpetru R., Herzer L., Prossel D., Kluge F., Eskofier B.:
  Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  DOI: 10.1109/OJEMB.2024.3356791
  BibTeX: Download
• Laudanski AF., Küderle A., Kluge F., Eskofier B., Acker SM.:
  Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures
  In: IEEE Sensors Journal (2024), p. 1-1
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2024.3423374
  BibTeX: Download
• Lennartz R., Stöve M., Talar K., Kumarampulakkal N., Dorschky E., Witte M., Eskofier B.:
  The Influence of Gamification on Motivation and Cardiac Variables in Soccer
  29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK, 2. July 2024 - 5. July 2024)
  In: Book of Abstracts of the 29th Annual Congress of the European College of Sport Science 2024
  URL: https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf
  BibTeX: Download
• Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
  A digital twin to overcome long-time challenges in photovoltaics
  In: Joule 8 (2024), p. 1-17
  ISSN: 2542-4351
  DOI: 10.1016/j.joule.2023.12.010
  BibTeX: Download
• Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
  Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5)
  In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 71
  ISSN: 1743-0003
  DOI: 10.1186/s12984-024-01361-6
  BibTeX: Download
• Mohr M., Federolf P., Heinrich D., Nitschke M., Raschner C., Scharbert J., Koelewijn A.:
  An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk
  In: Scientific Reports 14 (2024), p. 3115-
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-53640-w
  BibTeX: Download
• Mohr M., Federolf P., Heinrich D., Nitschke M., Raschner C., Scharbert J., Koelewijn A.:
  Correction to: An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (Scientific Reports, (2024), 14, 1, (3115), 10.1038/s41598-024-53640-w)
  In: Scientific Reports 14 (2024), Article No.: 5426
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-56031-3
  BibTeX: Download
• Moradi H., Flaucher M., Ott T., Ringgold V., Eskofier B., Leutheuser H.:
  Can HCI Lead the Way? Workshop on Exploring Conscious AI
  In: Mensch und Computer - Workshopband 2024, Gesellschaft für Informatik e.V., 2024
  DOI: 10.18420/muc2024-mci-ws12-113
  BibTeX: Download
  (Conference report)
• Nitschke M., Dorschky E., Leyendecker S., Eskofier B., Koelewijn A.:
  Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations
  In: Frontiers in Bioengineering and Biotechnology 12 (2024)
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2024.1285845
  BibTeX: Download
• Ott J., Stahlke M., Feigl T., Mutschler C.:
  Estimating Multipath Component Delays with Transformer Models
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024), p. 1-10
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2024.3422908
  BibTeX: Download
• Owsienko D., Schwinn L., Eskofier B., Kiesswetter E., Loos H.:
  Sensory evaluation of axillary odour samples of younger and older adults by a trained panel
  In: Flavour and Fragrance Journal 39 (2024), p. 3-9
  ISSN: 0882-5734
  DOI: 10.1002/ffj.3762
  BibTeX: Download
• Raccagni C., Sidoroff V., Paraschiv-Ionescu A., Roth N., Schönherr G., Eskofier B., Gaßner H., Kluge F., Teatini F., Seppi K., Goebel G., Benninger DH., Aminian K., Klucken J., Wenning G.:
  Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP)
  In: BMJ Open 14 (2024), p. e081317-
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2023-081317
  BibTeX: Download
• Richer R., Koch V., Abel L., Hauck F., Kurz M., Ringgold V., Müller V., Küderle A., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Machine learning-based detection of acute psychosocial stress from body posture and movements
  In: Scientific Reports 14 (2024), Article No.: 8251
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-59043-1
  URL: https://www.nature.com/articles/s41598-024-59043-1
  BibTeX: Download
• Roider J., Nguyen A., Zanca D., Eskofier B.:
  Assessing the Performance of Remaining Time Prediction Methods for Business Processes
  In: IEEE Access (2024), p. 1-19
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2024.3459648
  URL: https://ieeexplore.ieee.org/abstract/document/10679137
  BibTeX: Download
• Roider J., Zanca D., Eskofier B.:
  Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring
  BPM: International Conference on Business Process Management (Krakow, 1. September 2024 - 6. September 2024)
  In: Andrea Marrella, Manuel Resinas, Mieke Jans, Michael Rosemann (ed.): Business Process Management, 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings, Cham: 2024
  DOI: 10.1007/978-3-031-70396-6
  URL: https://link.springer.com/book/10.1007/978-3-031-70396-6
  BibTeX: Download
• Ruhland T., Tobola A., Scholl C., Lübke M., Franchi N.:
  Data Quality in IoT Temperature Sensor Systems: Demonstrated on Time-Dependent Temperature Fluctuations
  In: IEEE Sensors Journal (2024)
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2024.3418144
  BibTeX: Download
• Schlieper P., Luft H., Klede K., Strohmeyer C., Eskofier B., Zanca D.:
  Enhancing unsupervised outlier model selection: A study on ireos algorithms
  In: ACM Transactions on Knowledge Discovery from Data 18 (2024), Article No.: 178
  ISSN: 1556-4681
  DOI: 10.1145/3653719
  BibTeX: Download
• Schrupp B., Klede K., Raab R., Eskofier B.:
  Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data
  International Conference on Computational Science 2024
  In: Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M.A. (ed.): Computational Science -- ICCS 2024, Cham: 2024
  DOI: 10.1007/978-3-031-63772-8_22
  BibTeX: Download
• Shanbhag J., Fleischmann S., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Modelling postural control of upright standing during translational perturbations
  29th Congress of the European Society of Biomechanics (Edinburgh, Scotland, 30. June 2024 - 3. July 2024)
  BibTeX: Download
• Shanbhag J., Fleischmann S., Wechsler I., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing
  In: Frontiers in Neuroscience 18 (2024)
  ISSN: 1662-4548
  DOI: 10.3389/fnins.2024.1393749
  BibTeX: Download
• Simpetru R., Arkudas A., Braun D., Oßwald M., Souza de Oliveira D., Eskofier B., Kinfe TM., Del Vecchio A.:
  Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks
  In: IEEE Transactions on Biomedical Engineering (2024), p. 1-12
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2024.3432800
  BibTeX: Download
• Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
  Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024)
  ISSN: 2832-7322
  Open Access: https://ieeexplore.ieee.org/abstract/document/10526425
  BibTeX: Download
• Stahlke M., George Y., Feigl T., Eskofier B., Mutschler C.:
  Velocity-Based Channel Charting with Spatial Distribution Map Matching
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024), p. 1-10
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2024.3424768
  BibTeX: Download
• Streit H., Keinert M., Schindler-Gmelch L., Eskofier B., Berking M.:
  Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
  In: Stress and Health (2024), Article No.: e3384
  ISSN: 1532-2998
  DOI: 10.1002/smi.3384
  BibTeX: Download
• Van Hooren B., Lennartz R., Cox M., Hoitz F., Plasqui G., Meijer K.:
  Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach
  In: Scandinavian journal of medicine & science in sports 34 (2024)
  ISSN: 0905-7188
  DOI: 10.1111/sms.14605
  BibTeX: Download
• Wechsler I., Wolf A., Shanbhag J., Leyendecker S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review
  In: Frontiers in Bioengineering and Biotechnology 12 (2024)
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2024.1386874
  URL: https://www.frontiersin.org/articles/10.3389/fbioe.2024.1386874
  BibTeX: Download

2023

• Abdullahi I., Raab R., Küderle A., Eskofier B.:
  Aligning Federated Learning with Existing Trust Structures in Health Care Systems
  In: International Journal of Environmental Research and Public Health 20 (2023), Article No.: 5378
  ISSN: 1661-7827
  DOI: 10.3390/ijerph20075378
  URL: https://www.mdpi.com/1660-4601/20/7/5378
  BibTeX: Download
• Altstidl TR., Nguyen A., Schwinn L., Köferl F., Mutschler C., Eskofier B., Zanca D.:
  Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
  2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia, 18. June 2023 - 23. June 2023)
  In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023
  DOI: 10.1109/IJCNN54540.2023.10191724
  BibTeX: Download
• Bachhuber S., Lehmann D., Dorschky E., Koelewijn A., Seel T., Weygers I.:
  Plug-and-Play Sparse Inertial Motion Tracking With Sim-to-Real Transfer
  In: IEEE Sensors Letters 7 (2023), Article No.: 7004904
  ISSN: 2475-1472
  DOI: 10.1109/LSENS.2023.3307122
  BibTeX: Download
• Bräunig J., Mejdani D., Krauß D., Grießhammer S., Richer R., Schüßler C., Yip J., Steigleder T., Ostgathe C., Eskofier B., Vossiek M.:
  Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313506
  URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
  BibTeX: Download
• Brückner S., Weber J., Michler F., Shanin N., Schober R., Hagelauer A., Weigel R., Gaßner H., Winkler J., Eskofier B., Vossiek M.:
  A Wireless Joint Communication and Localization EMG-Sensing Concept for Movement Disorder Assessment
  In: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology (2023), p. 1--10
  ISSN: 2469-7249
  DOI: 10.1109/JERM.2023.3321974
  URL: https://ieeexplore.ieee.org/document/10286030
  BibTeX: Download
• Buekers J., Megaritis D., Koch S., Alcock L., Ammour N., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Buttery SC., Caulfied B., Cereatti A., Chynkiamis N., Demeyer H., Echevarria C., Frei A., Hansen C., Hausdorff JM., Hopkinson NS., Hume E., Küderle A., Maetzler W., Mazzà C., Micó-Amigo EM., Mueller A., Palmerini L., Salis F., Scott K., Troosters T., Vereijken B., Watz H., Rochester L., Din SD., Vogiatzis I., Garcia-Aymerich J.:
  Laboratory and free-living gait performance in adults with COPD and healthy controls
  In: ERJ Open Research 9 (2023), Article No.: 00159-2023
  ISSN: 2312-0541
  DOI: 10.1183/23120541.00159-2023
  BibTeX: Download
• Casolo A., Maeo S., Balshaw TG., Lanza MB., Martin NRW., Nuccio S., Moro T., Paoli A., Felici F., Maffulli N., Eskofier B., Kinfe TM., Folland JP., Farina D., Del Vecchio A.:
  Non-invasive estimation of muscle fibre size from high-density electromyography
  In: The Journal of Physiology (2023)
  ISSN: 0022-3751
  DOI: 10.1113/JP284170
  BibTeX: Download
• Cerutti S., Eskofier B., Tourassi G.:
  Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 2656-2659
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2023.3274977
  BibTeX: Download
• Del Vecchio A., Marconi Germer C., Kinfe TM., Nuccio S., Hug F., Eskofier B., Farina D., Enoka RM.:
  The Forces Generated by Agonist Muscles during Isometric Contractions Arise from Motor Unit Synergies
  In: The Journal of Neuroscience 43 (2023), p. 2860-2873
  ISSN: 1529-2401
  DOI: 10.1523/JNEUROSCI.1265-22.2023
  BibTeX: Download
• Delgado-Ortiz L., Polhemus A., Keogh A., Sutton N., Remmele W., Hansen C., Kluge F., Sharrack B., Becker C., Troosters T., Maetzler W., Rochester L., Frei A., Puhan MA., Garcia-Aymerich J.:
  Listening to the patients' voice: a conceptual framework of the walking experience
  In: Age and Ageing 52 (2023)
  ISSN: 0002-0729
  DOI: 10.1093/ageing/afac233
  BibTeX: Download
• Dodge B., Bennett HJ., Kravchenko O., Jamora V., Parente M., Jorge RN., Oliveira D., Nitschke M., Koelewijn A., Moore A., Miodovnik M., Audette M.:
  Towards a Patient-Specific Obstetric Simulator Through OpenSim Musculoskeletal Modelling
  2023 Annual Modeling and Simulation Conference (ANNSIM) (Ontario, Canada, 23. May 2023 - 26. May 2023)
  BibTeX: Download
• Dorschky E.:
  Optimal Control and Machine Learning in Biomechanics: Hybrid Models for Inertial Sensor-based Gait Analysis and Virtual Footwear Testing (Dissertation, 2023)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21325
  BibTeX: Download
• Dorschky E., Camomilla V., Davis J., Federolf P., Reenalda J., Koelewijn A.:
  Perspective on “in the wild” movement analysis using machine learning
  In: Human movement science 87 (2023), Article No.: 103042
  ISSN: 1872-7646
  DOI: 10.1016/j.humov.2022.103042
  BibTeX: Download
• Dumbach P., Schwinn L., Löhr T., Do PL., Eskofier B.:
  Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach
  In: Evolutionary Intelligence (2023)
  ISSN: 1864-5909
  DOI: 10.1007/s12065-023-00878-4
  URL: https://link.springer.com/article/10.1007/s12065-023-00878-4
  BibTeX: Download
• Dumbach P., Schwinn L., Löhr T., Elsberger T., Eskofier B.:
  Artificial intelligence trend analysis in German business and politics: a web mining approach
  In: International Journal of Data Science and Analytics (2023), p. 1-22
  ISSN: 2364-415X
  DOI: 10.1007/s41060-023-00483-9
  URL: https://link.springer.com/article/10.1007/s41060-023-00483-9
  BibTeX: Download
• Engel L., Khouri D., Lomakin K., Hofmann A., Kleinlein M., Ullmann I., Vossiek M., Gold G.:
  3D Printed Hemispherically Radiating Antenna for Broadband Millimeter Wave Applications
  In: IEEE Open Journal of Antennas and Propagation 4 (2023), p. 558-570
  ISSN: 2637-6431
  DOI: 10.1109/OJAP.2023.3279090
  BibTeX: Download
• Eskofier B., Klucken J.:
  Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine
  DOI: 10.1146/annurev-bioeng-110220-030247
  BibTeX: Download
• Faggi L., Betti A., Zanca D., Melacci S., Gori M.:
  Local propagation of visual stimuli in focus of attention
  In: Neurocomputing 560 (2023), Article No.: 126775
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2023.126775
  BibTeX: Download
• Flaucher M., Zakreuskaya A., Jäger K., Richer R., Smeddinck JD., Kumar D., Grimme S., Klein J., Hrynyschyn R., Eskofier B., Leutheuser H.:
  Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
  Mensch und Computer 2023 (Rapperswil, 3. September 2023 - 6. September 2023)
  In: Workshopband 2023
  DOI: 10.18420/muc2023-mci-ws14-117
  BibTeX: Download
• Flaucher M., Zakreuskaya A., Nissen M., Mocker A., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review
  In: Oncologist (2023)
  ISSN: 1083-7159
  DOI: 10.1093/oncolo/oyad217
  BibTeX: Download
• Fleischmann S., Shanbhag J., Miehling J., Wartzack S., Leyendecker S., Koelewijn A., Eskofier B.:
  Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control
  28th Congress of the European Society of Biomechanics (Maastricht, 9. July 2023 - 12. July 2023)
  BibTeX: Download
• Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
  Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340336
  BibTeX: Download
• Gambietz M., Nitschke M., Miehling J., Koelewijn A.:
  Contributing Components of Metabolic Energy Models to Metabolic Cost Estimations in Gait
  In: IEEE Transactions on Biomedical Engineering (2023), p. 1-9
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2023.3331271
  BibTeX: Download
• Grau E., Andrae S., Horn F., Hohberger B., Ring M., Michelson G.:
  Teleglaucoma Using a New Smartphone-Based Tool for Visual Field Assessment
  In: Journal of Glaucoma 32 (2023), p. 186-194
  ISSN: 1057-0829
  DOI: 10.1097/IJG.0000000000002153
  BibTeX: Download
• Habs M., Dingermann T., Bachmeier BE., Eskofier B., Friedrich B., Prantl L., Emmer J., Langhorst J., Dreischulte T., Koller M.:
  Real world evidence (RWE) in phytotherapy: Perspectives for the development of a registry for phytopharmaceuticals Real World Evidence (RWE) in der Phytotherapie: Perspektiven für den Aufbau eines Registers zur Nutzung von Phytopharmaka
  In: Zeitschrift für Allgemeinmedizin (2023)
  ISSN: 1433-6251
  DOI: 10.1007/s44266-023-00021-7
  BibTeX: Download
• Härtl T., Owsienko D., Schwinn L., Hirsch C., Eskofier B., Lang R., Wirtz S., Loos H.:
  Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study
  In: Frontiers in Ecology and Evolution 11 (2023), Article No.: 1107463
  ISSN: 2296-701X
  DOI: 10.3389/fevo.2023.1107463
  BibTeX: Download
• Ibrahim A., Adler W., Gaßner H., Rothhammer V., Kluge F., Eskofier B.:
  Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis
  In: International Journal of Medical Informatics 177 (2023), Article No.: 105145
  ISSN: 1386-5056
  DOI: 10.1016/j.ijmedinf.2023.105145
  BibTeX: Download
• Keinert M., Eskofier B., Schuller BW., Böhme S., Berking M.:
  Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study
  In: Pilot and Feasibility Studies 9 (2023), Article No.: 155
  ISSN: 2055-5784
  DOI: 10.1186/s40814-023-01386-z
  BibTeX: Download
• Klede K., Altstidl TR., Zanca D., Eskofier B.:
  p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
  Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans, 10. December 2023 - 16. December 2023)
  In: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine (ed.): Advances in Neural Information Processing Systems 36 2023
  Open Access: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
  URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
  BibTeX: Download
• Klede K., Schwinn L., Zanca D., Eskofier B.:
  FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
  AAAI 2023 (Washington, D.C., 7. February 2023 - 14. February 2023)
  In: Proceedings of the AAAI Conference on Artificial Intelligence, 37(7) 2023
  DOI: 10.1609/aaai.v37i7.26003
  URL: https://ojs.aaai.org/index.php/AAAI/article/view/26003
  BibTeX: Download
• Koch V., Jakob V., Küderle A., Ollenschläger M., Kotter K., Ibrahim A., Winkler J., Eskofier B., Regensburger M., Gaßner H.:
  Inertial sensor acquired foot elevation parameters validated by Motion capture in a cohort of patients with Hereditary Spastic Paraplegias
  In: Gait & Posture 100 (2023), p. 79-80
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2022.11.071
  BibTeX: Download
• Koelewijn A., Nitschke M., Leyendecker S.:
  “In the Wild" Movement Analysis of Arbitrary Motions
  18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE) (Paris, France, 3. May 2023 - 5. May 2023)
  BibTeX: Download
• Krapovickas V., Vera RB., Farina ME., Fernandez Piana LR., Koelewijn A.:
  A new vertebrate ichnological association sheds light on the small metatherian record of the Middle Miocene in South America
  In: Journal of South American Earth Sciences 129 (2023), Article No.: 104529
  ISSN: 0895-9811
  DOI: 10.1016/j.jsames.2023.104529
  BibTeX: Download
• Krauß D., Richer R., Albrecht NC., Küderle A., Abel L., Leutheuser H., Jukic J., German A., Kölpin A., Winkler J., Eskofier B.:
  Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, 9. October 2023 - 11. October 2023)
  BibTeX: Download
• Kulyabin M., Zhdanov A., Dolganov A., Maier A.:
  Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals
  In: Sensors (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23135813
  BibTeX: Download
• Küderle A., Richer R., Simpetru R., Eskofier B.:
  tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation
  In: Journal of Open Source Software 8 (2023), p. 4953
  ISSN: 2475-9066
  DOI: 10.21105/joss.04953
  URL: https://joss.theoj.org/papers/10.21105/joss.04953
  BibTeX: Download
• Lennartz R., Khassetarash A., Spyrou E., Hallihan A., Eskofier B., Nigg B.:
  The Influence of Protective Equipment on Performance in Ice Hockey
  XXIX Conference of the International Society of Biomechanics (ISB) (Fukuoka, 30. July 2023 - 3. August 2023)
  In: ISB Program & Abstract Book 2023
  URL: https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9
  BibTeX: Download
• Loris E., Ollenschläger M., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
  Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia
  In: Annals of Clinical and Translational Neurology 10 (2023)
  ISSN: 2328-9503
  DOI: 10.1002/acn3.51725
  BibTeX: Download
• Löffler C., Fallah K., Fenu S., Zanca D., Eskofier B., Rozell CJ., Mutschler C.:
  Active Learning of Ordinal Embeddings: A User Study on Football Data
  In: Transactions on Machine Learning Research (2023), p. 1-26
  ISSN: 2835-8856
  Open Access: https://openreview.net/pdf?id=oq3tx5kinu
  URL: https://openreview.net/forum?id=oq3tx5kinu
  BibTeX: Download
• Maier T., Kamm L., Heckmann A., Eskofier B.:
  Homogeneous Soil Moisture Sensor with High Repeatability for Different Soil Depths
  Sensor and Measurement Science International 2023 (Nuremberg, Germany, 8. May 2023 - 11. May 2023)
  DOI: 10.5162/smsi2023/p32
  BibTeX: Download
• Mayer K., Del Vecchio A., Eskofier B., Farina D.:
  Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion
  In: Biomedical Signal Processing and Control 86 (2023), Article No.: 105178
  ISSN: 1746-8094
  DOI: 10.1016/j.bspc.2023.105178
  BibTeX: Download
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
  In: Scientific Reports 13 (2023), Article No.: 16307
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-43373-7
  BibTeX: Download
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
  In: Scientific Reports 13 (2023), p. 13167-
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-40263-w
  BibTeX: Download
• Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
  Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
  In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 78
  ISSN: 1743-0003
  DOI: 10.1186/s12984-023-01198-5
  BibTeX: Download
• Moradi H., Hannink J., Stallforth S., Gladow T., Ringbauer S., Mayr M., Winkler J., Klucken J., Eskofier B.:
  Monitoring medication optimization in patients with Parkinson’s disease
  2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Sydney, 24. July 2023 - 27. July 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/embc40787.2023.10340618
  BibTeX: Download
• Nissen M., Barrios Campo N., Flaucher M., Jäger K., Titzmann A., Blunck D., Fasching P., Engelhardt V., Eskofier B., Leutheuser H.:
  Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data
  In: npj Digital Medicine 6 (2023), Article No.: 189
  ISSN: 2398-6352
  DOI: 10.1038/s41746-023-00935-3
  BibTeX: Download
• Nissen M., Flaucher M., Jäger K., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Eskofier B., Leutheuser H.:
  WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340204
  BibTeX: Download
• Nissen M., Perez CA., Jäger K., Bleher H., Flaucher M., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study
  In: JMIR Pediatrics and Parenting 6 (2023), Article No.: e50765
  ISSN: 2561-6722
  DOI: 10.2196/50765
  BibTeX: Download
• Nitschke M., Marzilger R., Leyendecker S., Eskofier B., Koelewijn A.:
  Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data
  In: PeerJ (2023)
  ISSN: 2167-8359
  DOI: 10.7717/peerj.14852
  URL: https://peerj.com/articles/14852/
  BibTeX: Download
• Nitschke M., Nwosu OB., Grube L., Knitza J., Seifer AK., Eskofier B., Schett G., Morf H.:
  Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study
  In: JMIR Formative Research 7 (2023), Article No.: e47426
  ISSN: 2561-326X
  DOI: 10.2196/47426
  BibTeX: Download
• Oesten M., Richer R., Abel L., Rohleder N., Eskofier B.:
  VoStress – Voice-based Detection of Acute Psychosocial Stress
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313458
  URL: https://www.mad.tf.fau.de/files/2023/12/oesten23_stress_detection_voice.pdf
  BibTeX: Download
• Ollenschläger M., Höfner P., Ullrich M., Kluge F., Greinwalder T., Loris E., Regensburger M., Eskofier B., Winkler J., Gaßner H.:
  Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning
  In: Orphanet Journal of Rare Diseases 18 (2023), Article No.: 249
  ISSN: 1750-1172
  DOI: 10.1186/s13023-023-02854-8
  BibTeX: Download
• Oppelt MP., Foltyn A., Deuschel J., Lang NR., Holzer N., Eskofier B., Yang SH.:
  ADABase: A Multimodal Dataset for Cognitive Load Estimation
  In: Sensors 23 (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23010340
  BibTeX: Download
• Ott J., Stahlke M., Kram S., Feigl T., Mutschler C.:
  Multipath Delay Estimation in Complex Environments using Transformer
  13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25. September 2023 - 28. September 2023)
  In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
  DOI: 10.1109/IPIN57070.2023.10332470
  BibTeX: Download
• Palmerini L., Reggi L., Bonci T., Del Din S., Micó-Amigo ME., Salis F., Bertuletti S., Caruso M., Cereatti A., Gazit E., Paraschiv-Ionescu A., Soltani A., Kluge F., Küderle A., Ullrich M., Kirk C., Hiden H., D’Ascanio I., Hansen C., Rochester L., Mazzà C., Chiari L.:
  Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization
  In: Scientific Data 10 (2023), Article No.: 38
  ISSN: 2052-4463
  DOI: 10.1038/s41597-023-01930-9
  BibTeX: Download
• Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto JG., Maier A.:
  Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT
  Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, 2. July 2023 - 4. July 2023)
  In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
  DOI: 10.1007/978-3-658-41657-7_57
  BibTeX: Download
• Pontones C., Titzmann A., Hübner H., Danzberger N., Rübner M., Häberle L., Eskofier B., Nissen M., Kehl S., Faschingbauer F., Beckmann M., Fasching P., Schneider M.:
  Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care
  In: Journal of Clinical Medicine 12 (2023), Article No.: 4224
  ISSN: 2077-0383
  DOI: 10.3390/jcm12134224
  BibTeX: Download
• Raab R., Küderle A., Zakreuskaya A., Stern AD., Klucken J., Kaissis G., Rueckert D., Boll S., Eils R., Wagener H., Eskofier B.:
  Federated electronic health records for the European Health Data Space
  In: The Lancet Digital Health 5 (2023), p. e840-e847
  ISSN: 2589-7500
  DOI: 10.1016/S2589-7500(23)00156-5
  URL: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00156-5/fulltext
  BibTeX: Download
• Ren Z., Schuller BW., Eskofier B., Nguyen TT., Nejdl W.:
  Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 5213-5215
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2023.3322052
  BibTeX: Download
• Richer R., Abel L., Küderle A., Eskofier B., Rohleder N.:
  CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling
  In: Psychoneuroendocrinology 151 (2023), p. 106073
  ISSN: 0306-4530
  DOI: 10.1016/j.psyneuen.2023.106073
  URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
  BibTeX: Download
• Richer R., Geßler T., Herzer L., Abel L., Küderle A., Rohleder N., Eskofier B.:
  openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston, MA, 9. October 2023 - 11. October 2023)
  BibTeX: Download
• Rodrigues VF., da Rosa Righi R., da Costa CA., Zeiser FA., Eskofier B., Maier A., Kim D.:
  Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud
  In: Health and Technology (2023)
  ISSN: 2190-7188
  DOI: 10.1007/s12553-023-00753-3
  BibTeX: Download
• Rohleder M., Pradel C., Wagner F., Thies M., Maul N., Denzinger F., Maier A., Kreher B.:
  Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation
  26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, 8. October 2023 - 12. October 2023)
  In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
  DOI: 10.1007/978-3-031-43898-1_6
  BibTeX: Download
• Romijnders R., Salis F., Hansen C., Küderle A., Paraschiv-Ionescu A., Cereatti A., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Chiari L., D'Ascanio I., Del Din S., Eskofier B., Fernstad SJ., Fröhlich MS., Garcia Aymerich J., Gazit E., Hausdorff JM., Hiden H., Hume E., Keogh A., Kirk C., Kluge F., Koch S., Mazzà C., Megaritis D., Micó-Amigo E., Müller A., Palmerini L., Rochester L., Schwickert L., Scott K., Sharrack B., Singleton D., Soltani A., Ullrich M., Vereijken B., Vogiatzis I., Yarnall A., Schmidt G., Maetzler W.:
  Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
  In: Frontiers in Neurology 14 (2023), Article No.: 1247532
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2023.1247532
  BibTeX: Download
• Rupp L., Keinert M., Böhme S., Gmelch LM., Eskofier B., Schuller BW., Berking M.:
  Sadness-Based Approach-Avoidance Modification Training for Subjective Stress in Adults: Pilot Randomized Controlled Trial
  In: JMIR Formative Research 7 (2023), p. e50324
  ISSN: 2561-326X
  DOI: 10.2196/50324
  BibTeX: Download
• Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
  Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
  IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023 (Pittsburgh, PA, USA, 15. October 2023 - 18. October 2023)
  In: IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313367
  URL: https://ieeexplore.ieee.org/document/10313367
  BibTeX: Download
• Salis F., Bertuletti S., Bonci T., Caruso M., Scott K., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Becker C., Brown P., Carsin AE., Caulfield B., Chiari L., D’Ascanio I., Del Din S., Eskofier B., Garcia-Aymerich J., Hausdorff JM., Hume EC., Kirk C., Kluge F., Koch S., Küderle A., Maetzler W., Micó-Amigo EM., Mueller A., Neatrour I., Paraschiv-Ionescu A., Palmerini L., Yarnall AJ., Rochester L., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Della Croce U., Mazzà C., Cereatti A.:
  A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
  In: Frontiers in Bioengineering and Biotechnology 11 (2023), Article No.: 1143248
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2023.1143248
  BibTeX: Download
• Sayed YA., Ibrahim A., Tamrazyan AG., Fahmy MF.:
  Machine-learning-based models versus design-oriented models for predicting the axial compressive load of FRP-confined rectangular RC columns
  In: Engineering Structures 285 (2023), Article No.: 116030
  ISSN: 0141-0296
  DOI: 10.1016/j.engstruct.2023.116030
  BibTeX: Download
• Scholl C., Spiegler M., Ludwig K., Eskofier B., Tobola A., Zanca D.:
  An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems
  In: Sensors 23 (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23083798
  BibTeX: Download
• Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
  Exploring misclassifications of robust neural networks to enhance adversarial attacks
  In: Applied Intelligence (2023)
  ISSN: 0924-669X
  DOI: 10.1007/s10489-023-04532-5
  BibTeX: Download
• Schüßler C., Hoffmann M., Wirth V., Eskofier B., Weyrich T., Stamminger M., Vossiek M.:
  Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator
  2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US, 21. June 2023 - 26. June 2023)
  In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023
  DOI: 10.1109/RadarConf2351548.2023.10149641
  BibTeX: Download
• Seifer AK., Dorschky E., Küderle A., Moradi H., Hannemann R., Eskofier B.:
  EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors
  In: Sensors 23 (2023), Article No.: 6565
  ISSN: 1424-8220
  DOI: 10.3390/s23146565
  URL: https://www.mdpi.com/1424-8220/23/14/6565
  BibTeX: Download
• Shanbhag J., Fleischmann S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model
  ISPGR World Congress 2023 (Brisbane, 9. July 2023 - 13. July 2023)
  BibTeX: Download
• Shanbhag J., Wolf A., Wechsler I., Fleischmann S., Winkler J., Leyendecker S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Methods for integrating postural control into biomechanical human simulations: a systematic review
  In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 111
  ISSN: 1743-0003
  DOI: 10.1186/s12984-023-01235-3
  BibTeX: Download
• Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
  Uncertainty-based Fingerprinting Model Selection for Radio Localization
  13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25. September 2023 - 28. September 2023)
  In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
  DOI: 10.1109/IPIN57070.2023.10332531
  BibTeX: Download
• Stahlke M., Yammine G., Feigl T., Eskofier B., Mutschler C.:
  Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach
  In: IEEE Transactions on Machine Learning in Communications and Networking 1 (2023), p. 1-15
  ISSN: 2831-316X
  DOI: 10.1109/TMLCN.2023.3256964
  BibTeX: Download
• Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data.
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 319-328
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2022.3215921
  BibTeX: Download
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313401
  URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
  BibTeX: Download
• Wang C., Nitschke M., Stefanyshyn D., Wannop JW., Luckfiel T., Schlarb H., Koelewijn A.:
  Prediction of the effect of stack height on running biomechanics using optimal control simulation
  Footwear Biomechanics Symposium (FBS) 2023 (Osaka, Japan, 26. July 2023 - 28. July 2023)
  In: Footwear Science 2023
  DOI: 10.1080/19424280.2023.2199295
  BibTeX: Download
• Wechsler I., Wolf A., Fleischmann S., Waibel J., Molz C., Scherb D., Shanbhag J., Franz M., Wartzack S., Miehling J.:
  Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
  In: Sensors 23 (2023), p. 5423
  ISSN: 1424-8220
  DOI: 10.3390/s23125423
  BibTeX: Download
• Weissmann T., Huang Y., Fischer S., Roesch J., Mansoorian S., Gaona HA., Gostian AO., Hecht M., Lettmaier S., Deloch L., Frey B., Gaipl U., Distel L., Maier A., Iro H., Semrau S., Bert C., Fietkau R., Putz F.:
  Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy
  In: Frontiers in Oncology 13 (2023), p. 1--14
  ISSN: 2234-943X
  DOI: 10.3389/fonc.2023.1115258
  URL: https://www.frontiersin.org/articles/10.3389/fonc.2023.1115258/full
  BibTeX: Download
• Zakreuskaya A.:
  How Physicians and Patients Interact with Electronic Health Data: A Human-Computer Interaction Perspective
  2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023 (Munich, DEU, 26. June 2023 - 30. June 2023)
  In: Paul Lukowicz, Sven Mayer, Janin Koch, John Shawe-Taylor, Ilaria Tiddi (ed.): Frontiers in Artificial Intelligence and Applications 2023
  DOI: 10.3233/FAIA230128
  BibTeX: Download
• Zhdanov A., Constable P., Manjur SM., Dolganov A., Posada-Quintero HF., Lizunov A.:
  OculusGraphy: Signal Analysis of the Electroretinogram in a Rabbit Model of Endophthalmitis Using Discrete and Continuous Wavelet Transforms
  In: Bioengineering 10 (2023), Article No.: 708
  ISSN: 2306-5354
  DOI: 10.3390/bioengineering10060708
  BibTeX: Download
• Zhdanov AE., Dolganov AY., Zanca D., Borisov VI., Luchian E., Dorosinsky LG.:
  Evaluation of the effectiveness of the decision support algorithm for physicians in retinal dystrophy using machine learning methods
  In: Computer Optics 47 (2023), p. 272-277
  ISSN: 0134-2452
  DOI: 10.18287/2412-6179-CO-1124
  BibTeX: Download
• Zugarini A., Röthenbacher T., Klede K., Ernandes M., Eskofier B., Zanca D.:
  Die Rätselrevolution: Automated German Crossword Solving
  CLiC-it 2023 - Italian Conference on Computational Linguistics (Venice, 30. November 2023 - 2. December 2023)
  In: Federico Boschetti, Gianluca E. Lebani, Bernardo Magnini, Nicole Novielli (ed.): Proceedings of the 9th Italian Conference on Computational Linguistics 2023
  Open Access: https://ceur-ws.org/Vol-3596/paper54.pdf
  URL: https://ceur-ws.org/Vol-3596/paper54.pdf
  BibTeX: Download
• Zürl M., Dirauf R., Köferl F., Steinlein N., Sueskind J., Zanca D., Brehm I., von Fersen L., Eskofier B.:
  PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
  In: Animals 13 (2023), p. 801
  ISSN: 2076-2615
  DOI: 10.3390/ani13050801
  BibTeX: Download
• da Rosa Tavares JE., Ullrich M., Roth N., Kluge F., Eskofier B., Gaßner H., Klucken J., Gladow T., Marxreiter F., da Costa CA., da Rosa Righi R., Victória Barbosa JL.:
  uTUG: An unsupervised Timed Up and Go test for Parkinson's disease
  In: Biomedical Signal Processing and Control 81 (2023), Article No.: 104394
  ISSN: 1746-8094
  DOI: 10.1016/j.bspc.2022.104394
  BibTeX: Download

2022

• Albrecht BM., Flasskamp FT., Koster A., Eskofier B., Bammann K.:
  Cross-sectional survey on researchers' experience in using accelerometers in health-related studies
  In: BMJ Open Sport and Exercise Medicine 8 (2022)
  ISSN: 2055-7647
  DOI: 10.1136/bmjsem-2021-001286
  BibTeX: Download
• Antunes RS., Da Costa CA., Küderle A., Abdullahi I., Eskofier B.:
  Federated Learning for Healthcare: Systematic Review and Architecture Proposal
  In: ACM Transactions on Intelligent Systems and Technology (2022)
  ISSN: 2157-6904
  DOI: 10.1145/3501813
  URL: https://dl.acm.org/doi/10.1145/3501813
  BibTeX: Download
• Cakici A., Oßwald M., Souza de Oliveira D., Braun D., Simpetru R., Kinfe TM., Eskofier B., Del Vecchio A.:
  A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, 11. July 2022 - 15. July 2022)
  DOI: 10.1109/EMBC48229.2022.9870914
  BibTeX: Download
• Cakici AL., Oßwald M., Souza de Oliveira D., Braun D., Simpetru RC., Kinfe TM., Eskofier B., Del Vecchio A.:
  A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR, 11. July 2022 - 15. July 2022)
  In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022
  DOI: 10.1109/EMBC48229.2022.9870914
  BibTeX: Download
• Ceron JD., Lopez DM., Eskofier B., Kluge F.:
  Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22093364
  BibTeX: Download
• Delgado Ortiz L., Polhemus A., Keogh A., Sutton N., Remmele W., Hansen C., Kluge F., Sharrack B., Becker C., Troosters T., Maetzler W., Rochester L., Frei A., Puhan M., Garcia-Aymerich J.:
  What is walking? a systematic review and meta-ethnography
  In: EUROPEAN RESPIRATORY JOURNAL, SHEFFIELD: 2022
  DOI: 10.1183/13993003.congress-2022.377
  BibTeX: Download
• Dib W., Ghanem K., Ababou A., Eskofier B.:
  Human Activity Recognition based on the Fading characteristics of the On-body Channel
  In: IEEE Sensors Journal (2022)
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2022.3159992
  BibTeX: Download
• Ede S., Baghdadlian S., Weber L., Nguyen A., Zanca D., Samek W., Lapuschkin S.:
  Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
  6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2022, held in conjunction with the 17th International Conference on Availability, Reliability and Security, ARES 2022 (Vienna, 23. August 2022 - 26. August 2022)
  In: Andreas Holzinger, Andreas Holzinger, Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl, Edgar Weippl (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-14463-9_1
  BibTeX: Download
• Egle F., Kluge F., Schöne D., Becker L., Koelewijn A.:
  Development of an Inertial Sensor-Based Exergame for Combined Cognitive and Physical Training
  2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Ioannina, 27. September 2022 - 30. September 2022)
  In: IEEE (ed.): 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2022
  DOI: 10.1109/BSN56160.2022.9928474
  BibTeX: Download
• Facco Rodrigues V., Righi RR., Andre da Costa C., Stoffel Antunes R., Bazo R., Reis ES., Seewald LA., S. LG., Eskofier B.:
  HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms
  In: IEEE Internet of Things (2022)
  ISSN: 2327-4662
  DOI: 10.1109/JIOT.2022.3160633
  BibTeX: Download
• Fidorra J., Nissen M., Abdullahi Yari I., Ostgathe C., Steigleder T., Eskofier B.:
  Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care
  12th World Research Congress of the European Association for Palliative Care (Online, 18. May 2022 - 20. May 2022)
  DOI: 10.1177/02692163221093145
  URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
  BibTeX: Download
• Flaucher M., Nissen M., Jäger K., Titzmann A., Pontones C., Hübner H., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care
  In: IEEE Journal of Translational Engineering in Health and Medicine (2022), p. 1-9
  ISSN: 2168-2372
  DOI: 10.1109/JTEHM.2022.3179147
  BibTeX: Download
• Fleischmann S., Nitschke M., Marzilger R., Koelewijn A.:
  Can we combine data sets? Feature extraction and clustering motion capture data
  17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan, 16. July 2022 - 19. July 2022)
  BibTeX: Download
• Froehlich H., Bontridder N., Petrovska-Delacreta D., Glaab E., Kluge F., El Yacoubi M., Marin Valero M., Corvol JC., Eskofier B., Van Gyseghem JM., Lehericy S., Winkler J., Klucken J.:
  Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease
  In: Frontiers in Neurology 13 (2022)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2022.788427
  BibTeX: Download
• Gambietz M., Nitschke M., Miehling J., Koelewijn A.:
  What should a metabolic energy model look like? Sensitivity of metabolic energy model parameters during gait
  9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
  BibTeX: Download
• Gmelch LM., Böhme S., Capito K., Rupp L., Richer R., Sadeghi M., Eskofier B., Berking M.:
  EmpkinS - Empathokinästhetische Sensorik für Biofeedback bei Depression
  Deutscher Psychotherapiekongress (DPK) (Berlin, 7. June 2022 - 11. June 2022)
  URL: https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf
  BibTeX: Download
• Hagengruber A., Leipscher U., Eskofier B., Vogel J.:
  A New Labeling Approach for Proportional Electromyographic Control
  In: Sensors 22 (2022), Article No.: 1368
  ISSN: 1424-8220
  DOI: 10.3390/s22041368
  BibTeX: Download
• Hecht D., Pfahler T., Ullmann I., Altstidl TR., Amer N., Jin Y., Eskofier B., Vossiek M.:
  In Vivo Skin-Type Classification Using Millimeter-Wave Near-Field Probe Spectroscopy
  2022 52nd European Microwave Conference (Milan, 27. September 2022 - 29. September 2022)
  In: Institute of Electrical and Electronics Engineers (IEEE) (ed.): 2022 52nd European Microwave Conference, Milan: 2022
  DOI: 10.23919/EuMC54642.2022.9924376
  BibTeX: Download
• Helfenstein C., Strupf M., Stefke A., Fraunberger B., Renner B., Suchantke I., Rothermel M., Meßlinger K., Decol R., Namer B.:
  Cyclic changes of sensory parameters in migraine patients
  In: Cephalalgia (2022)
  ISSN: 0333-1024
  DOI: 10.1177/03331024221097932
  BibTeX: Download
• Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
  Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
  2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
  DOI: 10.1109/BHI56158.2022.9926775
  URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
  BibTeX: Download
• Ibrahim A., Flachenecker F., Gaßner H., Rothammer V., Klucken J., Eskofier B., Kluge F.:
  Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis
  In: Multiple Sclerosis and Related Disorders 58 (2022), Article No.: 103519
  ISSN: 2211-0348
  DOI: 10.1016/j.msard.2022.103519
  BibTeX: Download
• Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
  Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
  2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
  DOI: 10.1109/BHI56158.2022.9926804
  BibTeX: Download
• Knitza J., Janousek L., Kluge F., Von Der Decken CB., Kleinert S., Vorbrueggen W., Kleyer A., Simon D., Hueber A., Muehlensiepen F., Vuillerme N., Schett G., Eskofier B., Welcker M., Bartz-Bazzanella P.:
  Machine learning-based improvement of an online rheumatology referral and triage system
  In: Frontiers in Medicine 9 (2022), Article No.: 954056
  ISSN: 2296-858X
  DOI: 10.3389/fmed.2022.954056
  BibTeX: Download
• Koelewijn A., Van Den Bogert AJ.:
  Antagonistic co-contraction can minimize muscular effort in systems with uncertainty
  In: PeerJ 10 (2022), Article No.: e13085
  ISSN: 2167-8359
  DOI: 10.7717/peerj.13085
  BibTeX: Download
• Kram S., Kraus C., Stahlke M., Feigl T., Thielecke J., Mutschler C.:
  Delay Estimation in Dense Multipath Environments using Time Series Segmentation
  IEEE Wireless Communications and Networking Conference (WCNC) (Austin, Texas, 10. April 2022 - 13. April 2022)
  In: Proc. Intl. Conf. IEEE Wireless Communications and Networking Conference (WCNC) 2022
  DOI: 10.1109/WCNC51071.2022.9771875
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Beilner J., Rohleder N., Eskofier B.:
  Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
  IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, 26. September 2022 - 30. September 2022)
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Rohleder N., Eskofier B.:
  Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information
  13th World Congress of Performance Analysis of Sport 2022 & 13th International Symposium on Computer Science in Sport 2022 (Wien, 10. September 2022 - 13. September 2022)
  BibTeX: Download
• Kushioka J., Sun R., Zhang W., Muaremi A., Leutheuser H., Odonkor CA., Smuck M.:
  Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors
  In: Sensors 22 (2022), Article No.: 9301
  ISSN: 1424-8220
  DOI: 10.3390/s22239301
  BibTeX: Download
• Kutzner B., Ring M., Michelson G.:
  Binocular vision training for professional athletes
  In: Ophthalmologe (2022)
  ISSN: 0941-293X
  DOI: 10.1007/s00347-022-01574-x
  BibTeX: Download
• Küderle A., Roth N., Richer R., Eskofier B.:
  imucal - A Python library to calibrate 6 DOF IMUs
  In: Journal of Open Source Software 7 (2022), p. 4338
  ISSN: 2475-9066
  DOI: 10.21105/joss.04338
  URL: https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf
  BibTeX: Download
• Küderle A., Roth N., Zlatanovic J., Zrenner M., Eskofier B., Kluge F.:
  The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
  In: PLoS ONE 17 (2022)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0269567
  BibTeX: Download
• Link J., Perst T., Stöve M., Eskofier B.:
  Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
  In: Sensors 22 (2022), p. 2560
  ISSN: 1424-8220
  DOI: 10.3390/s22072560
  BibTeX: Download
• Link J., Schwinn L., Pulsmeyer F., Kautz T., Eskofier B.:
  xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning
  In: Sensors 22 (2022), Article No.: 8474
  ISSN: 1424-8220
  DOI: 10.3390/s22218474
  BibTeX: Download
• Löffler C., Mutschler C.:
  IALE: Imitating Active Learner Ensembles
  In: Journal of Machine Learning Research 23 (2022), p. 1-29
  ISSN: 1532-4435
  URL: http://jmlr.org/papers/v23/21-0387.html
  BibTeX: Download
• Löffler C., Reeb L., Dzibela D., Marzilger R., Witt N., Eskofier B., Mutschler C.:
  Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
  In: ACM Transactions on Intelligent Systems and Technology 13 (2022), Article No.: 6
  ISSN: 2157-6904
  DOI: 10.1145/3465057
  BibTeX: Download
• Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
  Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
  In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2021.3123673
  BibTeX: Download
• Mehringer W., Wirth M., Roth D., Michelson G., Eskofier B.:
  Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement
  In: IEEE Transactions on Visualization and Computer Graphics (2022)
  ISSN: 1077-2626
  DOI: 10.1109/TVCG.2022.3150486
  BibTeX: Download
• Moradi H., Roth N., Seifer AK., Eskofier B.:
  Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy
  4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina)
  In: 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), NEW YORK: 2022
  DOI: 10.1109/BHI56158.2022.9926873
  BibTeX: Download
• Müller V., Richer R., Henrich L., Berger L., Gelardi A., Jäger K., Eskofier B., Rohleder N.:
  The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
  DOI: 10.1109/BHI56158.2022.9926835
  URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
  BibTeX: Download
• Müller V., Richer R., Jäger K., Henrich L., Berger L., Gelardi A., Eskofier B., Rohleder N.:
  The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
  DOI: 10.1109/bhi56158.2022.9926835
  BibTeX: Download
• Nissen M., Slim S., Jäger K., Flaucher M., Hübner H., Danzberger N., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
  In: JMIR Formative Research 6 (2022), p. e33635
  ISSN: 2561-326X
  DOI: 10.2196/33635
  BibTeX: Download
• Nitschke M., Marzilger R., Koelewijn A.:
  3D full-body optimal control simulations with change of direction directly driven by motion capture data
  17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan, 16. July 2022 - 19. July 2022)
  URL: https://www.youtube.com/watch?v=3ZFwDhZqZPU
  BibTeX: Download
• Nitschke M., Marzilger R., Leyendecker S., Eskofier B., Koelewijn A.:
  Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation
  (2022)
  DOI: 10.5281/zenodo.6949012
  BibTeX: Download
  (anderer)
• Nitschke M., Mayer M., Dorschky E., Koelewijn A.:
  How many sensors are enough? Trajectory optimization using sparse inertial sensor sets
  9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
  URL: https://www.youtube.com/watch?v=TznVCgK4DF0
  BibTeX: Download
• Ollenschläger M., Küderle A., Mehringer W., Seifer AK., Winkler J., Gaßner H., Eskofier B., Kluge F.:
  MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22155849
  BibTeX: Download
• Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
  Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1)
  In: European Geriatric Medicine (2022)
  ISSN: 1878-7649
  DOI: 10.1007/s41999-022-00646-0
  BibTeX: Download
• Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
  Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards?
  In: European Geriatric Medicine (2022)
  ISSN: 1878-7649
  DOI: 10.1007/s41999-022-00629-1
  BibTeX: Download
• Qiu J., Oppelt M., Nissen M., Anneken L., Breininger K., Eskofier B.:
  Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation
  In: : 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
  DOI: 10.1109/EMBC48229.2022.9871969
  BibTeX: Download
• Regensburger M., Spatz I., Ollenschläger M., Martindale C., Lindeburg P., Kohl Z., Eskofier B., Klucken J., Schuele R., Klebe S., Winkler J., Gaßner H.:
  Inertial Gait Sensors to Measure Mobility and Functioning in Hereditary Spastic Paraplegia A Cross-sectional Multicenter Clinical Study
  In: Neurology 99 (2022), p. E1079-E1089
  ISSN: 0028-3878
  DOI: 10.1212/WNL.0000000000200819
  BibTeX: Download
• Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Rohleder N., Eskofier B.:
  Detection of Acute Psychosocial Stress from Body Movements using Machine Learning
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
  BibTeX: Download
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Exploring the Cold Face Test as a Mechanism for Reducing Acute Psychosocial Stress Responses
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
  BibTeX: Download
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Vagus activation by Cold Face Test reduces acute psychosocial stress responses
  In: Scientific Reports 12 (2022), Article No.: 19270
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-23222-9
  URL: https://www.nature.com/articles/s41598-022-23222-9
  BibTeX: Download
• Rico-Olarte C., Narváez-Muñoz N., López DM., Becker L., Tovar-Ruiz LÁ.:
  Assessing HapHop-Physio: An Exer-Learning Game to Support Therapies for Children with Specific Learning Disorders
  In: Applied Sciences (2022), p. 1 - 15
  ISSN: 2076-3417
  DOI: 10.3390/app12168281
  URL: https://www.mdpi.com/2076-3417/12/16/8281
  BibTeX: Download
• Rodrigues VF., Antunes RS., Seewald LA., Bazo R., dos Reis ES., dos Santos UJ., Righi RdR., da S. LG., da Costa CA., Bertollo FL., Maier A., Eskofier B., Horz T., Pfister M., Fahrig R.:
  A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
  In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022), p. 283-298
  ISSN: 0167-739X
  DOI: 10.1016/j.future.2022.05.006
  BibTeX: Download
• Rohleder N., Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Eskofier B.:
  Effect of Acute Psychosocial Stress on Body Movements
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
  BibTeX: Download
• Roth N., Ullrich M., Küderle A., Gladow T., Marxreiter F., Gaßner H., Kluge F., Klucken J., Eskofier B.:
  Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease
  In: IEEE Journal of Biomedical and Health Informatics (2022), p. 1-9
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2022.3186766
  BibTeX: Download
• Rupp L., Keinert M., Böhme S., Gmelch LM., Streit H., Schuller BW., Eskofier B., Berking M.:
  Let It Go – A Randomized Controlled Pilot Study Exploring the Utility of Sadness in an Emotion-Based Approach-Avoidance Modification Training in the Context of Stress
  Deutscher Psychotherapie Kongress (Berlin, 7. June 2022 - 11. June 2022)
  BibTeX: Download
• Schieber H., Kleinbeck C., Pradel C., Theelke L., Roth D.:
  A Mixed Reality Guidance System for Blind and Visually Impaired People
  2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 (, 12. March 2022 - 16. March 2022)
  In: Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022 2022
  DOI: 10.1109/VRW55335.2022.00214
  BibTeX: Download
• Schmidt LM., Brosig J., Plinge A., Eskofier B., Mutschler C.:
  An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility
  25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 8. October 2022 - 12. October 2022)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
  DOI: 10.1109/ITSC55140.2022.9922205
  BibTeX: Download
• Schmidt LM., Rietsch S., Plinge A., Eskofier B., Mutschler C.:
  How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies
  25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 8. October 2022 - 12. October 2022)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
  DOI: 10.1109/ITSC55140.2022.9922345
  BibTeX: Download
• Schwinn L., Bungert L., Nguyen A., Raab R., Pulsmeyer F., Precup D., Eskofier B., Zanca D.:
  Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
  Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA, 17. July 2022 - 23. July 2022)
  In: PMLR (ed.): 162 2022
  Open Access: https://proceedings.mlr.press/v162/schwinn22a.html
  URL: https://proceedings.mlr.press/v162/schwinn22a.html
  BibTeX: Download
• Scott K., Bonci T., Salis F., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Bertuletti S., Caruso M., Chiari L., Sharrack B., Maetzler W., Becker C., Hausdorff JM., Vogiatzis I., Brown P., Del Din S., Eskofier B., Paraschiv-Ionescu A., Keogh A., Kirk C., Kluge F., Mico-Amigo EM., Mueller A., Neatrour I., Niessen M., Palmerini L., Sillen H., Singleton D., Ullrich M., Vereijken B., Froehlich M., Brittain G., Caulfield B., Koch S., Carsin AE., Garcia-Aymerich J., Küderle A., Yarnall A., Rochester L., Cereatti A., Mazza C.:
  Design and validation of a multi-task, multi-context protocol for real-world gait simulation
  In: Journal of neuroEngineering and rehabilitation 19 (2022)
  ISSN: 1743-0003
  DOI: 10.1186/s12984-022-01116-1
  BibTeX: Download
• Souza de Oliveira D., Casolo A., Balshaw TG., Maeo S., Lanza MB., Martin NRW., Maffulli N., Kinfe TM., Eskofier B., Folland JP., Farina D., Del Vecchio A.:
  Neural decoding from surface high-density EMG signals: influence of anatomy and synchronization on the number of identified motor units
  In: Journal of Neural Engineering 19 (2022)
  ISSN: 1741-2560
  DOI: 10.1088/1741-2552/ac823d
  BibTeX: Download
• Stahlke M., Feigl T., Castañeda García MH., Richard A. SG., Seitz J., Mutschler C.:
  Transfer Learning to adapt 5G AI-based Fingerprint Localization across Environments
  IEEE 95th Vehicular Technology Conference (VTC-Spring) (Helsinki, 19. June 2022 - 22. June 2022)
  In: Proc. Intl. Conf. IEEE Vehicular Technology Conference (VTC-Spring) 2022
  DOI: 10.1109/VTC2022-Spring54318.2022.9860906
  BibTeX: Download
• Stern AD., Brönneke J., Debatin JF., Hagen J., Matthies H., Patel S., Clay I., Eskofier B., Herr A., Hoeller K., Jaksa A., Kramer DB., Kyhlstedt M., Lofgren KT., Mahendraratnam N., Muehlan H., Reif S., Riedemann L., Goldsack JC.:
  Advancing digital health applications: priorities for innovation in real-world evidence generation
  In: The Lancet Digital Health 4 (2022), p. e200-e206
  ISSN: 2589-7500
  DOI: 10.1016/S2589-7500(21)00292-2
  BibTeX: Download
• Stöve M., Wirth M., Farlock R., Antunovic A., Müller V., Eskofier B.:
  Eye Tracking-Based Stress Classification of Athletes in Virtual Reality
  In: Proceedings of the ACM on Computer Graphics and Interactive Techniques 5 (2022), p. 1-17
  ISSN: 2577-6193
  DOI: 10.1145/3530796
  BibTeX: Download
• Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Rengifo S., Caruana M., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Angel Ferrer M., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Lia Szcs C., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
  SVC-onGoing: Signature verification competition
  In: Pattern Recognition 127 (2022), Article No.: 108609
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2022.108609
  BibTeX: Download
• Truong MT., Nwosu OB., Gaytan Torres ME., Segura Vargas MP., Seifer AK., Nitschke M., Ibrahim A., Knitza J., Krusche M., Eskofier B., Schett G., Morf H.:
  A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study
  In: JMIR Formative Research 6 (2022), p. e34566
  ISSN: 2561-326X
  DOI: 10.2196/34566
  URL: https://formative.jmir.org/2022/6/e34566
  BibTeX: Download
• Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022)
  ISSN: 1534-4320
  DOI: 10.1109/jbhi.2022.3215921
  URL: https://ieeexplore.ieee.org/document/9924545
  BibTeX: Download
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Nassall K., Eskofier B., Rohleder N.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
  BibTeX: Download
• Weber N., Lennartz R., Knitza J., Bayat S., Sadeghi M., Ibrahim A., Karatastan C., Sudhakar A., Ramzezanzadegan N., Kahali S., Mirzayev A., Schuster L., Schett G., Eskofier B., Kleyer A.:
  AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
  In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
  ISSN: 0003-4967
  DOI: 10.1136/annrheumdis-2022-eular.3069
  BibTeX: Download
• Wehbi M., Luge D., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
  Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen
  In: Sensors 22 (2022), p. 5347
  ISSN: 1424-8220
  DOI: 10.3390/s22145347
  BibTeX: Download
• Wirth M., Mehringer W., Gradl S., Eskofier B.:
  Extended Realities (XRs): How Immersive Technologies Influence Assessment and Training for Extreme Environments
  In: Tobias Cibis, Dr. Carolyn McGregor AM (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022, p. 309-335
  ISBN: 978-3-030-96921-9
  DOI: 10.1007/978-3-030-96921-9_14
  URL: https://link.springer.com/chapter/10.1007/978-3-030-96921-9_14
  BibTeX: Download
• Zhdanov A., Dolganov A., Zanca D., Borisov V., Ronkin M.:
  Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing
  In: Applied Sciences 12 (2022), Article No.: 12365
  ISSN: 2076-3417
  DOI: 10.3390/app122312365
  BibTeX: Download
• Zrenner M., Stöve M., Franklin S., Kumar B., Jensen U., Eskofier B.:
  Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization
  In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference, Springer, Cham, 2022, p. 160-164
  ISBN: 9783030993320
  DOI: 10.1007/978-3-030-99333-7_27
  BibTeX: Download
• Zürl M., Stoll P., Brehm I., Raab R., Zanca D., Kabri S., Happold J., Nille H., Prechtel K., Wünsch S., Krause M., Seegerer S., von Fersen L., Eskofier B.:
  Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
  In: Animals 12 (2022), p. 692
  ISSN: 2076-2615
  DOI: 10.3390/ani12060692
  BibTeX: Download

2021

• Abdullahi I., Dehling T., Kluge F., Eskofier B., Sunyaev A.:
  Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems
  In: 54th Hawaii International Conference on Systems Sciences (HICSS-54) 2021
  DOI: 10.24251/hicss.2021.463
  URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
  BibTeX: Download
• Abdullahi I., Dehling T., Kluge F., Geck J., Sunyaev A., Eskofier B.:
  Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review
  In: Journal of Medical Internet Research 23 (2021), p. e24460
  ISSN: 1438-8871
  DOI: 10.2196/24460
  URL: https://www.jmir.org/2021/11/e24460
  BibTeX: Download
• Altstidl TR., Kram S., Herrmann O., Stahlke M., Feigl T., Mutschler C.:
  Accuracy-Aware Compression of Channel Impulse Responses using Deep Learning
  International Conference on Indoor Positioning and Indoor Navigation (IPIN2021) (Lloret de Mar, 29. November 2021 - 2. December 2021)
  In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021
  DOI: 10.1109/IPIN51156.2021.9662545
  BibTeX: Download
• Bachmann J., Zabicki A., Gradl S., Kurz J., Munzert J., Troje NF., Krueger B.:
  Does co-presence affect the way we perceive and respond to emotional interactions?
  In: Experimental Brain Research (2021)
  ISSN: 0014-4819
  DOI: 10.1007/s00221-020-06020-5
  BibTeX: Download
• Bargagli A., Rosini F., Zanca D., Serchi V., Rufa A.:
  Ataxia with oculomotor apraxia type 2 (AOA2): an eye movement study of two siblings
  In: Neurological Sciences (2021)
  ISSN: 1590-1874
  DOI: 10.1007/s10072-021-05206-1
  BibTeX: Download
• Bungert L., Raab R., Roith T., Schwinn L., Tenbrinck D.:
  CLIP: Cheap Lipschitz Training of Neural Networks
  International Conference on Scale Space and Variational Methods in Computer Vision
  In: Abderrahim Elmoataz, Jalal Fadili, Yvain Quéau, Julien Rabin, Loïc Simon (ed.): SSVM 2021: Scale Space and Variational Methods in Computer Vision, Cham: 2021
  DOI: 10.1007/978-3-030-75549-2_25
  URL: https://arxiv.org/abs/2103.12531
  BibTeX: Download
• Dib W., Ghanem K., Nedil M., Ababou A., Eskofier B.:
  Identification of individuals through a new Gait Recognition Method
  2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 (Singapore, 4. December 2021 - 10. December 2021)
  In: 2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 - Proceedings 2021
  DOI: 10.1109/APS/URSI47566.2021.9704596
  BibTeX: Download
• Dorschky E., Nitschke M., van den Bogert AJ., Koelewijn A., Eskofier B.:
  Machine Learning from Biomechanical SimulaIons for an "in the Wild" Movement Analysis
  6th International Congress on Complex Systems in Sports (ICCSS) (Mainz, Germany, 15. September 2021 - 17. September 2021)
  BibTeX: Download
• Dos Reis ES., Seewald LA., Antunes RS., Rodrigues VF., Righi RDR., Da Costa CA., Da Silveira Jr LG., Eskofier B., Maier A., Horz T., Fahrig R.:
  Monocular multi-person pose estimation: A survey
  In: Pattern Recognition 118 (2021)
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2021.108046
  BibTeX: Download
• Dumbach P., Liu R., Jalowski M., Eskofier B.:
  The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare
  20th International Conference on Perspectives in Business Informatics Research (BIR 2021) Workshops (ILOG 2021) (Vienna, Austria (fully-virtual conference), 22. September 2021 - 24. September 2021)
  In: Forbig P., Hinkelmann K., Kirikova M., Lantow B., Møller C., Morichetta A., Plebani P., Re B., Sandkuhl K., Seigerroth U. (ed.): Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium co-located with 20th International Conference on Perspectives in Business Informatics Research (BIR 2021) 2021
  URL: http://ceur-ws.org/Vol-2991/paper08.pdf
  BibTeX: Download
• Dörflinger L., Nissen M., Jäger K., Wirth M., Titzmann A., Pontones C., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
  MuC '21: Mensch und Computer 2021 (Ingolstadt, 5. September 2021 - 8. September 2021)
  In: Mensch und Computer 2021 2021
  DOI: 10.1145/3473856.3473994
  BibTeX: Download
• Gaßner H., List J., Martindale C., Regensburger M., Klucken J., Winkler J., Kohl Z.:
  Functional gait measures correlate to fear of falling, and quality of life in patients with Hereditary Spastic Paraplegia: A cross-sectional study
  In: Clinical Neurology and Neurosurgery 209 (2021), Article No.: 106888
  ISSN: 0303-8467
  DOI: 10.1016/j.clineuro.2021.106888
  BibTeX: Download
• Hagengruber A., Leipscher U., Eskofier B., Vogel J.:
  Electromyography for Teleoperated Tasks in Weightlessness
  In: IEEE Transactions on Human-Machine Systems (2021)
  ISSN: 2168-2291
  DOI: 10.1109/THMS.2020.3047975
  BibTeX: Download
• Happold J., Richer R., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  DOI: 10.1109/EMBC46164.2021.9630842
  URL: https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf
  BibTeX: Download
• Hiemann A., Kautz T., Zottmann T., Hlawitschka M.:
  Enhancement of speed and accuracy trade-off for sports ball detection in videos—finding fast moving, small objects in real time
  In: Sensors 21 (2021), Article No.: 3214
  ISSN: 1424-8220
  DOI: 10.3390/s21093214
  BibTeX: Download
• Jakob V., Küderle A., Klucken J., Eskofier B., Winkler J., Winterholler M., Gaßner H., Kluge F.:
  Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease
  In: Sensors 21 (2021), Article No.: 7680
  ISSN: 1424-8220
  DOI: 10.3390/s21227680
  BibTeX: Download
• Kamal Mallick M., Biser S., Haridas A., Umesh V., Toensing O., Abdullahi I., Ollenschläger M., Heckel M., Kluge F., Ostgathe C., Eskofier B., Steigleder T.:
  Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study
  In: Frontiers in Digital Health 3 (2021)
  ISSN: 2673-253X
  DOI: 10.3389/fdgth.2021.765867
  URL: https://www.frontiersin.org/articles/10.3389/fdgth.2021.765867/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=765867#h6
  BibTeX: Download
• Kluge F., Del Din S., Cereatti A., Gaßner H., Hansen C., Helbostad JL., Klucken J., Küderle A., Mueller A., Rochester L., Ullrich M., Eskofier B., Mazza C.:
  Consensus based framework for digital mobility monitoring
  In: PLoS ONE 16 (2021)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0256541
  BibTeX: Download
• Koelewijn A., Nitschke M., van den Bogert AJ.:
  A Predictive Simulation Study into the Effect of Below-Knee Prosthesis Alignment on Metabolic Cost
  XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
  URL: https://www.mad.tf.fau.de/files/2021/08/2021_isb_koelewijn_et_al_alignment.pdf
  BibTeX: Download
• Laut P., Dumbach P., Eskofier B.:
  Integration of Artificial Intelligence in the Organizational Adoption – A Configurational Perspective
  Forty-Second International Conference on Information Systems (Austin, 11. December 2021 - 15. November 2021)
  In: Association for Information Systems (ed.): ICIS 2021 Proceedings 2021
  URL: https://aisel.aisnet.org/icis2021/is_implement/is_implement/2/
  BibTeX: Download
• Link J., Guillaume S., Eskofier B.:
  Experimental validation of real-time ski jumping tracking system based on wearable sensors
  In: Sensors 21 (2021), Article No.: 7780
  ISSN: 1424-8220
  DOI: 10.3390/s21237780
  URL: https://www.mdpi.com/1424-8220/21/23/7780
  BibTeX: Download
• Lukas C., Eskofier B., Berking M.:
  A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial.
  In: JMIR Mental Health 8 (2021), Article No.: e16643
  ISSN: 2368-7959
  DOI: 10.2196/16643
  BibTeX: Download
• Maier J., Maier A., Eskofier B., Fahrig R., Choi JH.:
  3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
  In: IEEE Access 9 (2021), p. 71821-71831
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2021.3079368
  BibTeX: Download
• Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
  Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
  German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_81
  BibTeX: Download
• Martindale C., Christlein V., Klumpp P., Eskofier B.:
  Wearables-based multi-task gait and activity segmentation using recurrent neural networks
  In: Neurocomputing 432 (2021), p. 250-261
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2020.08.079
  BibTeX: Download
• Marzahl C., Bertram CA., Aubreville M., Petrick A., Weiler K., Gläsel AC., Fragoso M., Merz S., Bartenschlager F., Hoppe J., Langenhagen A., Jasensky AK., Voigt J., Klopfleisch R., Maier A.:
  Abstract: Are Fast Labeling Methods Reliable?: A Case Study of Computer-aided Expert Annotations on Microscopy Slides
  German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_71
  BibTeX: Download
• Mazza C., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Brozgol M., Buckley E., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Chynkiamis N., Ciravegna F., Del Din S., Eskofier B., Evers J., Aymerich JG., Gazit E., Hansen C., Hausdorff JM., Helbostad JL., Hiden H., Hume E., Paraschiv-Ionescu A., Ireson N., Keogh A., Kirk C., Kluge F., Koch S., Küderle A., Lanfranchi V., Maetzler W., Mico-Amigo ME., Mueller A., Neatrour I., Niessen M., Palmerini L., Pluimgraaff L., Reggi L., Salis F., Schwickert L., Scott K., Sharrack B., Sillen H., Singleton D., Soltani A., Taraldsen K., Ullrich M., Van Gelder L., Vereijken B., Vogiatzis I., Warmerdam E., Yarnall A., Rochester L.:
  Technical validation of real-world monitoring of gait: a multicentric observational study
  In: BMJ Open 11 (2021)
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2021-050785
  BibTeX: Download
• Mehringer W., Wirth M., Risch F., Roth D., Michelson G., Michelson G., Eskofier B.:
  Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  In: IEEE (ed.): 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021
  DOI: 10.1109/EMBC46164.2021.9631002
  URL: https://ieeexplore.ieee.org/document/9631002
  BibTeX: Download
• Nann M., Haslacher D., Colucci A., Eskofier B., Von Tscharner V., Soekadar SR.:
  Heart rate variability predicts decline in sensorimotor rhythm control
  In: Journal of Neural Engineering 18 (2021)
  ISSN: 1741-2560
  DOI: 10.1088/1741-2552/ac1177
  BibTeX: Download
• Nguyen A., Foerstel S., Kittler T., Kurzyukov A., Schwinn L., Zanca D., Hipp T., Jun SD., Schrapp M., Rothgang E., Eskofier B.:
  System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data
  In: IEEE Access (2021)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2021.3106791
  BibTeX: Download
• Nitschke M., Dorschky E., Eskofier B., Koelewijn A., van den Bogert AJ.:
  Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors
  XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
  URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
  BibTeX: Download
• Nitschke M., Luckfiel T., Schlarb H., Dorschky E., Koelewijn A.:
  Prediction of the effect of midsole stiffness and energy return using trajectory optimisation
  15th biennial Footwear Biomechanics Symposium (Online, 21. July 2021 - 23. July 2021)
  In: Footwear Science 2021
  DOI: 10.1080/19424280.2021.1917684
  URL: https://www.mad.tf.fau.de/files/2023/05/FBS_2021_SoftvsEnergy_Submission_AOM_Declaration.pdf
  BibTeX: Download
• Pasluosta CF., Popovic MR., Eskofier B., Stieglitz T.:
  Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments
  In: Frontiers in Neuroscience 15 (2021)
  ISSN: 1662-4548
  DOI: 10.3389/fnins.2021.740263
  BibTeX: Download
• Polhemus A., Ortiz LD., Brittain G., Chynkiamis N., Salis F., Gaßner H., Gross M., Kirk C., Rossanigo R., Taraldsen K., Balta D., Breuls S., Buttery S., Cardenas G., Endress C., Gugenhan J., Keogh A., Kluge F., Koch S., Mico-Amigo ME., Nerz C., Sieber C., Williams P., Bergquist R., De Basea MB., Buckley E., Hansen C., Mikolaizak AS., Schwickert L., Scott K., Stallforth S., Van Uem J., Vereijken B., Cereatti A., Demeyer H., Hopkinson N., Maetzler W., Troosters T., Vogiatzis I., Yarnall A., Becker C., Garcia-Aymerich J., Leocani L., Mazza C., Rochester L., Sharrack B., Frei A., Puhan M.:
  Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes
  In: npj Digital Medicine 4 (2021)
  ISSN: 2398-6352
  DOI: 10.1038/s41746-021-00513-5
  BibTeX: Download
• Richer R., Küderle A., Dörr J., Rohleder N., Eskofier B.:
  Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement
  2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Athens, 28. July 2021 - 30. July 2021)
  In: IEEE (ed.): 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021
  DOI: 10.1109/BHI50953.2021.9508529
  URL: https://www.mad.tf.fau.de/files/2021/08/richer21_car_inner_clock.pdf
  BibTeX: Download
• Richer R., Küderle A., Ullrich M., Rohleder N., Eskofier B.:
  BioPsyKit: A Python package for the analysis of biopsychological data
  In: Journal of Open Source Software 6 (2021), p. 3702
  ISSN: 2475-9066
  DOI: 10.21105/joss.03702
  URL: https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf
  BibTeX: Download
• Rondon MFR., Zanca D., Melacci S., Gori M., Sassatelli L.:
  HeMoG: A White-Box Model to Unveil the Connection Between Saliency Information and Human Head Motion in Virtual Reality
  4th IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)
  In: 2021 4TH IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND VIRTUAL REALITY (AIVR 2021), LOS ALAMITOS: 2021
  DOI: 10.1109/AIVR52153.2021.00012
  BibTeX: Download
• Roser P., Zhong X., Birkhold A., Preuhs A., Syben-Leisner C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
  Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning
  German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_62
  BibTeX: Download
• Roth N., Küderle A., Prossel D., Gaßner H., Eskofier B., Kluge F.:
  An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters
  In: Sensors 21 (2021), Article No.: 6559
  ISSN: 1424-8220
  DOI: 10.3390/s21196559
  BibTeX: Download
• Roth N., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients
  In: Journal of neuroEngineering and rehabilitation 18 (2021), Article No.: 93
  ISSN: 1743-0003
  DOI: 10.1186/s12984-021-00883-7
  BibTeX: Download
• Roth N., Wieland GP., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  DOI: 10.1109/EMBC46164.2021.9630378
  BibTeX: Download
• Schleicher R., Nitschke M., Martschinke J., Stamminger M., Eskofier B., Klucken J., Koelewijn A.:
  BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity
  16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online, 8. February 2021 - 10. February 2021)
  In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021
  DOI: 10.5220/0010210600250036
  URL: https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1
  BibTeX: Download
• Scholl C., Tobola A., Ludwig K., Zanca D., Eskofier B.:
  A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction
  In: Sensors 21 (2021), Article No.: 7210
  ISSN: 1424-8220
  DOI: 10.3390/s21217210
  BibTeX: Download
• Schwinn L., Nguyen A., Raab R., Bungert L., Tenbrinck D., Zanca D., Burger M., Eskofier B.:
  Identifying untrustworthy predictions in neural networks by geometric gradient analysis
  Conference on Uncertainty in Artificial Intelligence (UAI) (Online, 27. July 2021 - 30. July 2021)
  URL: https://arxiv.org/abs/2102.12196
  BibTeX: Download
• Schwinn L., Nguyen A., Raab R., Zanca D., Eskofier B., Tenbrinck D., Burger M.:
  Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks
  International Joint Conference on Neural Networks (IJCNN) (Online, 18. July 2021 - 22. July 2021)
  DOI: 10.1109/ijcnn52387.2021.9534190
  BibTeX: Download
• Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
  Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks
  URL: https://arxiv.org/abs/2105.10304
  BibTeX: Download
• Shetty K., Birkhold A., Strobel N., Jaganathan S., Kowarschik M., Maier A., Egger B.:
  Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering
  German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_70
  BibTeX: Download
• Stöve M., Schuldhaus D., Gamp A., Zwick C., Eskofier B.:
  From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning
  In: Sensors 21 (2021), p. 3071
  ISSN: 1424-8220
  DOI: 10.3390/s21093071
  BibTeX: Download
• Timotius I., Bieler L., Couillard-Despres S., Sandner B., Garcia-Ovejero D., Labombarda F., Estrada V., Müller HW., Winkler J., Klucken J., Eskofier B., Weidner N., Puttagunta R.:
  Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models
  In: eNeuro 8 (2021), p. 1-14
  ISSN: 2373-2822
  DOI: 10.1523/ENEURO.0497-20.2021
  BibTeX: Download
• Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Rengifo S., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Ferrer MA., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Szücs CL., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
  ICDAR 2021 Competition on On-Line Signature Verification
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, 5. September 2021 - 10. September 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-86337-1_48
  BibTeX: Download
• Ullrich M., Küderle A., Reggi L., Cereatti A., Eskofier B., Kluge F.:
  Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  DOI: 10.1109/EMBC46164.2021.9630653
  BibTeX: Download
• Ullrich M., Mücke A., Küderle A., Roth N., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2021), p. 2103-2111
  ISSN: 1534-4320
  DOI: 10.1109/TNSRE.2021.3119390
  URL: https://ieeexplore.ieee.org/abstract/document/9567680
  BibTeX: Download
• Vesal S., Gu M., Kosti RV., Maier A., Ravikumar N.:
  Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
  In: IEEE transactions on medical imaging (2021)
  ISSN: 1558-254X
  DOI: 10.1109/TMI.2021.3066683
  BibTeX: Download
• Wehbi M., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
  Towards an IMU-based Pen Online Handwriting Recognizer
  International Conference on Document Analysis and Recognition ICDAR 2021 (Lausanne, 5. September 2021 - 10. September 2021)
  DOI: 10.1007/978-3-030-86334-0_19
  BibTeX: Download
• Wirth M., Gradl S., Prosinger G., Kluge F., Roth D., Eskofier B.:
  The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality
  28th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 (Virtual, Lisboa, PRT, 27. March 2021 - 3. April 2021)
  In: Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 2021
  DOI: 10.1109/VR50410.2021.00055
  BibTeX: Download
• Wirth M., Kohl S., Gradl S., Farlock R., Roth D., Eskofier B.:
  Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics
  In: Sensors 21 (2021), Article No.: 3728
  ISSN: 1424-8220
  DOI: 10.3390/s21113728
  BibTeX: Download
• Zhao N., Seitinger S., Richer R., Paradiso JA.:
  Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network
  In: Smart Health 19 (2021), p. 100164
  ISSN: 2352-6483
  DOI: 10.1016/j.smhl.2020.100164
  BibTeX: Download
• Zrenner M., Heyde C., Duemler B., Dykman S., Roecker K., Eskofier B.:
  Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data
  In: Frontiers in Physiology 12 (2021), Article No.: 669884
  ISSN: 1664-042X
  DOI: 10.3389/fphys.2021.669884
  BibTeX: Download
• da Silva DB., Schmidt D., da Costa CA., da Rosa Righi R., Eskofier B.:
  DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration
  In: Expert Systems With Applications 165 (2021), Article No.: 113905
  ISSN: 0957-4174
  DOI: 10.1016/j.eswa.2020.113905
  BibTeX: Download

2020

• Matthias Steeg, Jonas Tebart, Sebastian Dülme, Andreas Stöhr, Florian Exner, Andreas Czylwik, Mai Alissa, Thomas Kaiser:
  Tera50+ : sub-mm-wave 100 Gbit/s fiber-wireless transmission system Tera50+ : Sub-mm-Wellen-100-Gbit/s-Glasfaser-Funk-Übertragungssystem
  In: Wireless 100 Gbps and beyond : architectures, approaches and findings of German Research Foundation (DFG) Priority Programme SPP1655, 2020, p. 75-108
  DOI: 10.26127/BTUOpen-5909
  BibTeX: Download
• Almalioglu Y., Bengisu Ozyoruk K., Gokce A., Incetan K., Irem Gokceler G., Ali Simsek M., Ararat K., Chen RJ., Durr NJ., Mahmood F., Turan M.:
  EndoL2H: Deep Super-Resolution for Capsule Endoscopy
  In: IEEE Transactions on Medical Imaging 39 (2020), p. 4297-4309
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2020.3016744
  BibTeX: Download
• Auferoth F., Eskofier B., Gerber L., Grimm V., Richer R., Rohleder N.:
  Tracking and Teamwork Performance
  (2020)
  BibTeX: Download
  (Working Paper)
• Bargagli A., Fontanelli E., Zanca D., Castelli I., Rosini F., Maddii S., Di Donato I., Carluccio A., Battisti C., Tosi GM., Dotti MT., Rufa A.:
  Neurophthalmologic and Orthoptic Ambulatory Assessments Reveal Ocular and Visual Changes in Patients With Early Alzheimer and Parkinson's Disease
  In: Frontiers in Neurology (2020)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2020.577362
  BibTeX: Download
• Bazo R., Reis E., Adams Seewald L., Facco Rodrigues V., Andre da Costa C., Gonzaga L., Stoffel Antunes R., da Rosa Righi R., Maier A., Eskofier B., Fahrig R., Horz T.:
  Baptizo: a sensor fusion based model for tracking the identity of human poses
  In: Information Fusion (2020)
  ISSN: 1566-2535
  DOI: 10.1016/j.inffus.2020.03.011
  BibTeX: Download
• Ceron JD., Kluge F., Küderle A., Eskofier B., López DM.:
  Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data
  In: Sensors 20 (2020), p. 1-21
  ISSN: 1424-8220
  DOI: 10.3390/s20174742
  BibTeX: Download
• Ceron JD., Martindale C., López DM., Kluge F., Eskofier B.:
  Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System
  In: Sensors 20 (2020), p. 651
  ISSN: 1424-8220
  DOI: 10.3390/s20030651
  BibTeX: Download
• Dorschky E., Nitschke M., Martindale C., van den Bogert AJ., Koelewijn A., Eskofier B.:
  CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
  In: Frontiers in Bioengineering and Biotechnology 8 (2020), p. 1-14
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2020.00604
  BibTeX: Download
• Dumbach P., Aly A., Zrenner M., Eskofier B.:
  Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser
  13th International Conference on Educational Data Mining (Ifrane, Morocco (Fully Virtual Conference), 10. July 2020 - 13. July 2020)
  In: Anna N. Rafferty, Jacob Whitehill, Cristobal Romero, Violetta Cavalli-Sforza (ed.): Proceedings of the 13th International Conference on Educational Data Mining 2020
  Open Access: https://educationaldatamining.org/files/conferences/EDM2020/papers/paper_239.pdf
  URL: https://educationaldatamining.org/files/conferences/EDM2020/EDM2020Proceedings.pdf
  BibTeX: Download
• Feigl T., Porada A., Steiner S., Löffler C., Mutschler C., Philippsen M.:
  Localization Limitations of ARCore, ARKit, and Hololens in Dynamic Large-Scale Industry Environments
  15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (GRAPP 2020) (Valletta, 27. February 2020 - 29. February 2020)
  In: Kadi Bouatouch, A. Augusto Sousa, Jose Braz (ed.): Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP, Portugal: 2020
  DOI: 10.5220/0008989903070318
  URL: http://www.grapp.visigrapp.org/
  BibTeX: Download
• Fischer S., Ullrich M., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Automatic clinical gait test detection from inertial sensor data
  2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Montreal, 20. July 2020 - 24. July 2020)
  DOI: 10.1109/EMBC44109.2020.9176440
  BibTeX: Download
• Flachenecker F., Gaßner H., Hannik J., Lee DH., Flachenecker P., Winkler J., Eskofier B., Linker RA., Klucken J.:
  Objective sensor-based gait measures reflect motor impairment in multiple sclerosis patients: Reliability and clinical validation of a wearable sensor device
  In: Multiple Sclerosis and Related Disorders 39 (2020), Article No.: 101903
  ISSN: 2211-0348
  DOI: 10.1016/j.msard.2019.101903
  BibTeX: Download
• Fleschutz K., Walter L., Leistner R., Heinzerling L.:
  ALK Inhibitors Do Not Increase Sensitivity to Radiation in EML4-ALK Non-small Cell Lung Cancer
  In: Anticancer Research 40 (2020), p. 4937-4946
  ISSN: 0250-7005
  DOI: 10.21873/anticanres.14497
  BibTeX: Download
• Gaßner H., Jensen D., Marxreiter F., Kletsch A., Bohlen S., Schubert R., Muratori LM., Eskofier B., Klucken J., Winkler J., Reilmann R., Kohl Z.:
  Correction to: Gait variability as digital biomarker of disease severity in Huntington’s disease (Journal of Neurology, (2020), 10.1007/s00415-020-09725-3)
  In: Journal of Neurology (2020)
  ISSN: 0340-5354
  DOI: 10.1007/s00415-020-09789-1
  BibTeX: Download
• Gaßner H., Jensen D., Marxreiter F., Kletsch A., Bohlen S., Schubert R., Muratori LM., Eskofier B., Klucken J., Winkler J., Reilmann R., Kohl Z.:
  Gait variability as digital biomarker of disease severity in Huntington’s disease
  In: Journal of Neurology 267 (2020), p. 1594-1601
  ISSN: 0340-5354
  DOI: 10.1007/s00415-020-09725-3
  BibTeX: Download
• Gaßner H., Sanders P., Dietrich A., Marxreiter F., Eskofier B., Winkler J., Klucken J.:
  Clinical Relevance of Standardized Mobile Gait Tests. Reliability Analysis Between Gait Recordings at Hospital and Home in Parkinson's Disease: A Pilot Study
  In: Journal of Parkinson's Disease 10 (2020), p. 1763-1773
  ISSN: 1877-7171
  DOI: 10.3233/JPD-202129
  BibTeX: Download
• Gradl S.:
  The Stroop Room : A Wearable Virtual Reality Stress Laboratory Based on the Electrocardiogram (Dissertation, 2020)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15434
  BibTeX: Download
• Ibrahim A., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
  In: Journal of neuroEngineering and rehabilitation 17 (2020), Article No.: 165
  ISSN: 1743-0003
  DOI: 10.1186/s12984-020-00798-9
  BibTeX: Download
• Ivanović MD., Hannink J., Ring M., Baronio F., Vukčević V., Hadžievski L., Eskofier B.:
  Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design
  In: Artificial Intelligence in Medicine 110 (2020), Article No.: 101963
  ISSN: 0933-3657
  DOI: 10.1016/j.artmed.2020.101963
  BibTeX: Download
• Kaieski N., da Costa CA., da Rosa Righi R., Lora PS., Eskofier B.:
  Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review
  In: Applied Soft Computing 96 (2020), Article No.: 106612
  ISSN: 1568-4946
  DOI: 10.1016/j.asoc.2020.106612
  BibTeX: Download
• Koch R., Pfeiffer N., Lang N., Struck M., Amft O., Eskofier B., Wittenberg T.:
  Evaluation of HRV estimation algorithms from PPG data using neural networks
  In: Current Directions in Biomedical Engineering 6 (2020), Article No.: 20203130
  ISSN: 2364-5504
  DOI: 10.1515/cdbme-2020-3130
  URL: https://www.degruyter.com/document/doi/10.1515/cdbme-2020-3130/html
  BibTeX: Download
• Koelewijn A., Ijspeert A.:
  Exploring the Contribution of Proprioceptive Reflexes to Balance Control in Perturbed Standing
  In: Frontiers in Bioengineering and Biotechnology 8 (2020)
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2020.00866
  URL: https://www.frontiersin.org/articles/10.3389/fbioe.2020.00866/abstract
  BibTeX: Download
• Koelewijn A., van den Bogert AJ.:
  A solution method for predictive simulations in a stochastic environment
  In: Journal of Biomechanics (2020), Article No.: 109759
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2020.109759
  BibTeX: Download
• Köferl F., Link J., Eskofier B.:
  Application of SORT on Multi-Object Tracking and Segmentation
  Conference on Computer Vision and Pattern Recognition; 5th BMTT MOTChallenge Workshop: Multi-Object Tracking and Segmentation (Seattle, WA, USA (Virtual), 19. June 2020 - 19. June 2020)
  URL: https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf
  BibTeX: Download
  (Working Paper)
• König C., Plank AC., Kapp A., Timotius I., von Hörsten S., Zimmermann K.:
  Thirty Mouse Strain Survey of Voluntary Physical Activity and Energy Expenditure: Influence of Strain, Sex and Day–Night Variation
  In: Frontiers in Neuroscience 14 (2020), Article No.: 531
  ISSN: 1662-4548
  DOI: 10.3389/fnins.2020.00531
  BibTeX: Download
• Luckner C., Weber T., Herbst M., Ritschl L., Kappler S., Maier A.:
  A phantom study on dose efficiency for orthopedic applications: Comparing slot-scanning radiography using ultra-small-angle tomosynthesis to conventional radiography
  In: Medical Physics (2020)
  ISSN: 0094-2405
  DOI: 10.1002/mp.14680
  BibTeX: Download
• Löffler C., Nickel C., Sobel C., Daniel D., Braat J., Gruhler B., Woller P., Witt N., Mutschler C.:
  Automated Quality Assurance for Hand-held Tools via Embedded Classification and AutoML
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (Virtual (Ghent, Belgium), 14. September 2020 - 18. September 2020)
  DOI: 10.1007/978-3-030-67670-4_33
  BibTeX: Download
• Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
  Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee
  In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 14-23
  ISBN: 9783030597153
  DOI: 10.1007/978-3-030-59716-0_2
  BibTeX: Download
• Marxreiter F., Buttler U., Gaßner H., Gandor F., Gladow T., Eskofier B., Winkler J., Ebersbach G., Klucken J.:
  The Use of Digital Technology and Media in German Parkinson's Disease Patients
  In: Journal of Parkinson's Disease 10 (2020), p. 717-727
  ISSN: 1877-7171
  DOI: 10.3233/JPD-191698
  BibTeX: Download
• Mehringer W., Wirth M., Gradl S., Durner L., Ring M., Laudanski AF., Eskofier B., Michelson G.:
  An Image-Based Method for Measuring Strabismus in Virtual Reality
  2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Recife, 9. November 2020 - 13. November 2020)
  In: IEEE (ed.): 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
  DOI: 10.1109/ISMAR-Adjunct51615.2020.00018
  BibTeX: Download
• Mishra A., Löffler C., Plinge A.:
  Recipes for Post-training Quantization of Deep Neural Networks
  6th Workshop on Energy Efficient Machine Learning and Cognitive Computing (EMC^2) (Virtual (from San Jose, California), 5. December 2020 - 5. December 2020)
  Open Access: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
  URL: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
  BibTeX: Download
• Nguyen A., Chatterjee S., Weinzierl S., Schwinn L., Matzner M., Eskofier B.:
  Time matters: Time-aware LSTMs for predictive business process monitoring
  International Conference on Process Mining (Padua, 4. October 2020 - 9. October 2020)
  In: Proceedings of the ICPM 2020 International Workshops 2020
  DOI: 10.1007/978-3-030-72693-5_9
  BibTeX: Download
• Nitschke M., Dorschky E., Heinrich D., Schlarb H., Eskofier B., Koelewijn A., van den Bogert AJ.:
  Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics
  In: Scientific Reports (2020), Article No.: 17655
  ISSN: 2045-2322
  DOI: 10.1038/s41598-020-73856-w
  URL: https://www.nature.com/articles/s41598-020-73856-w
  BibTeX: Download
• Orozco-Arroyave JR., Vasquez Correa J., Klumpp P., Pérez Toro PA., Escobar-Grisales D., Roth N., Ríos-Urrego CD., Strauß M., Carvajal-Castaño HA., Bayerl S., Castrillón-Osorio LR., Arias-Vergara T., Küderle A., López-Pabón FO., Parra-Gallego LF., Eskofier B., Gómez-Gómez LF., Schuster M., Nöth E.:
  Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement
  In: Neurodegenerative Disease Management (2020)
  ISSN: 1758-2024
  DOI: 10.2217/nmt-2019-0037
  BibTeX: Download
• Ott F., Feigl T., Löffler C., Mutschler C.:
  ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization
  The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (Seattle, Washington, 16. June 2020 - 18. June 2020)
  In: Computer Vision Foundation (CVF) (ed.): Joint Workshop on Long-Term Visual Localization, Visual Odometry and Geometric and Learning-based SLAM 2020
  DOI: 10.1109/cvprw50498.2020.00029
  URL: http://openaccess.thecvf.com/content_CVPRW_2020/html/w3/Ott_ViPR_Visual-Odometry-Aided_Pose_Regression_for_6DoF_Camera_Localization_CVPRW_2020_paper.html
  BibTeX: Download
• Ott F., Wehbi M., Hamann T., Barth J., Eskofier B., Mutschler C.:
  The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning
  In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4 (2020), p. 1-20
  ISSN: 2474-9567
  DOI: 10.1145/3411842
  BibTeX: Download
• Polhemus AM., Bergquist R., Bosch de Basea M., Brittain G., Buttery SC., Chynkiamis N., Dalla Costa G., Delgado Ortiz L., Demeyer H., Emmert K., Garcia Aymerich J., Gaßner H., Hansen C., Hopkinson N., Klucken J., Kluge F., Koch S., Leocani L., Maetzler W., Micó-Amigo ME., Mikolaizak AS., Piraino P., Salis F., Schlenstedt C., Schwickert L., Scott K., Sharrack B., Taraldsen K., Troosters T., Vereijken B., Vogiatzis I., Yarnall A., Mazza C., Becker C., Rochester L., Puhan MA., Frei A.:
  Walking-related digital mobility outcomes as clinical trial endpoint measures: protocol for a scoping review
  In: BMJ Open 10 (2020), p. e038704-
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2020-038704
  BibTeX: Download
• Raccagni C., Sidoroff V., Goebel G., Granata R., Leys F., Klucken J., Eskofier B., Richer R., Seppi K., Wenning GK., Fanciulli A.:
  The footprint of orthostatic hypotension in parkinsonian syndromes
  In: Parkinsonism & Related Disorders (2020)
  ISSN: 1353-8020
  DOI: 10.1016/j.parkreldis.2020.06.029
  BibTeX: Download
• Redzepagic A., Löffler C., Feigl T., Mutschler C.:
  A Sense of Quality for Augmented Reality Assisted Process Guidance
  International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) (Ipojuca, Pernambuco, 9. November 2020 - 13. November 2020)
  In: IEEE Proc. International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
  DOI: 10.1109/ISMAR-Adjunct51615.2020.00046
  BibTeX: Download
• Richer R., Zhao N., Eskofier B., Paradiso JA.:
  Exploring Smart Agents for the Interaction with Multimodal Mediated Environments
  In: Multimodal Technologies and Interaction 4 (2020), Article No.: 27
  ISSN: 2414-4088
  DOI: 10.3390/mti4020027
  URL: https://www.mdpi.com/2414-4088/4/2/27
  BibTeX: Download
• Rico-Olarte C., López DM., Becker L., Eskofier B.:
  Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders
  In: IEEE Access 8 (2020), p. 196187-196196
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2020.3033769
  URL: https://ieeexplore.ieee.org/document/9239296
  BibTeX: Download
• Rüthlein M., Köferl F., Mehringer W., Eskofier B.:
  Interactive Segmentation of RGB-D Indoor Scenes using Deep Learning
  International Conference on Machine Learning; 2nd ICML 2020 Workshop on Human in the Loop Learning (Virtual Conference, 18. July 2020 - 18. July 2020)
  BibTeX: Download
  (Conference report)
• Schaefer JF., Amann K., Kohlhase M.:
  Prototyping Controlled Mathematical Languages in Jupyter Notebooks
  7th International Congress on Mathematical Software, ICMS 2020 (Braunschweig, DEU, 13. July 2020 - 16. July 2020)
  In: Anna Maria Bigatti, Jacques Carette, James H. Davenport, Michael Joswig, Timo de Wolff (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
  DOI: 10.1007/978-3-030-52200-1_40
  BibTeX: Download
• Schilling A., Tomasello R., Henningsen-Schomers MR., Zankl A., Surendra K., Haller M., Karl V., Uhrig P., Maier A., Krauß P.:
  Analysis of continuous neuronal activity evoked by natural speech with computational corpus linguistics methods
  In: Language, Cognition and Neuroscience (2020)
  ISSN: 2327-3798
  DOI: 10.1080/23273798.2020.1803375
  BibTeX: Download
• Seifer AK., Schinkel-Bielefeld N., Schröter H., Escalante Banuelos A., Hoppe U., Maier A.:
  Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach
  Virtual Conference on Computational Audiology (VCCA2020) (Virtual, 19. June 2020 - 19. June 2020)
  In: Virtual Conference on Computational Audiology (VCCA2020) 2020
  URL: https://computationalaudiology.com/predicting-hearing-aid-fittings-based-on-audiometric-and-subject-related-data-a-machine-learning-approach/
  BibTeX: Download
• Sidoroff V., Raccagni C., Kaindlstorfer C., Eschlboeck S., Fanciulli A., Granata R., Eskofier B., Seppi K., Poewe W., Willeit J., Kiechl S., Mahlknecht P., Stockner H., Marini K., Schorr O., Rungger G., Klucken J., Wenning G., Gaßner H.:
  Characterization of gait variability in multiple system atrophy and Parkinson's disease
  In: Journal of Neurology (2020)
  ISSN: 0340-5354
  DOI: 10.1007/s00415-020-10355-y
  BibTeX: Download
• Stahlke M., Kram S., Mutschler C., Mahr T.:
  NLOS detection using UWB channel impulse responses and convolutional neural networks
  International Conference on Localization and GNSS (ICL-GNSS) (Tampere, 2. June 2020 - 4. June 2020)
  DOI: 10.1109/icl-gnss49876.2020.9115498
  BibTeX: Download
• Sternemann U., Suchantke I., Schmidt KG., Höfner P., Wagner D., Ollenschläger M., Heckel M., Ostgathe C., Eskofier B., Steigleder T.:
  Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie
  13. DGP Kongress Deutsche Gesellschaft für Palliativmedizin (Wiesbaden, 9. September 2020 - 12. September 2020)
  In: Zeitschrift für Palliativmedizin 2020; 21(05) 2020
  DOI: 10.1055/s-0040-1714998
  URL: https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1714998#info
  BibTeX: Download
• Taubmann O., Li J., Denzinger F., Eibenberger E., Müller F., Brejnebøl M., Maier A.:
  Automatic Detection of Free Intra-Abdominal Air in Computed Tomography
  23rd International Conference on Medical Image Computing and Computer Assisted Intervention (Lima, 4. October 2020 - 8. October 2020)
  In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
  DOI: 10.1007/978-3-030-59713-9
  BibTeX: Download
• Tietsch M., Muaremi A., Clay I., Kluge F., Hoefling H., Ullrich M., Küderle A., Eskofier B., Müller A.:
  Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies
  In: Digital Biomarkers 4 (2020), p. 50-58
  ISSN: 2504-110X
  DOI: 10.1159/000511611
  BibTeX: Download
• Trinh H., Khuu CQ., Wolf S., Nguyen AT.:
  The multiple stages towards crystal formation of L-glutamic acid
  In: Journal of Crystal Growth 544 (2020), Article No.: 125727
  ISSN: 0022-0248
  DOI: 10.1016/j.jcrysgro.2020.125727
  BibTeX: Download
• Ullrich M., Küderle A., Hannink J., Del Din S., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies
  In: IEEE Journal of Biomedical and Health Informatics 24 (2020), p. 1869 - 1878
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2020.2975361
  URL: https://www.mad.tf.fau.de/files/2020/11/2020_ullrich_gaitsequencedetection.pdf
  BibTeX: Download
• Wanner P., Hamacher D., Schmautz T., Eskofier B., Pfeifer K., Steib S.:
  Dynamische Laufstabilität des Fußes bei Sportlern mit und ohne chronischer Sprunggelenksinstabilität nach Sprunggelenksdistorsion unter Berücksichtigung des Lauftempos und neuromuskulärer Ermüdung
  3. Gamma-Kongress "Bewegungsanalyse: Klinik – Alltag – Sport" (München, 6. March 2020 - 7. March 2020)
  In: Tagungsband 3. Gamma-Kongress 2020
  BibTeX: Download
• Wehbi M., Hamann T., Barth J., Eskofier B.:
  Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer
  17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund, 8. September 2020 - 10. September 2020)
  DOI: 10.1109/ICFHR2020.2020.00061
  BibTeX: Download
• Wirth M., Gradl S., Mehringer W., Kulpa R., Rupprecht H., Poimann D., Laudanski AF., Eskofier B.:
  Assessing Personality Traits of Team Athletes in Virtual Reality
  2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 (Atlanta, GA, 22. March 2020 - 26. March 2020)
  In: Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 2020
  DOI: 10.1109/VRW50115.2020.00024
  BibTeX: Download
• Zanca D., Melacci S., Gori M.:
  Gravitational Laws of Focus of Attention
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, p. 2983-2995
  DOI: 10.1109/TPAMI.2019.2920636
  BibTeX: Download
• Zanca D., Melacci S., Gori M.:
  Toward Improving the Evaluation of Visual Attention Models: A Crowdsourcing Approach
  2020 International Joint Conference on Neural Networks, IJCNN 2020
  DOI: 10.1109/IJCNN48605.2020.9207438
  BibTeX: Download
• Zanca D., Melacci S., Gori M., Rufa A.:
  Gravitational models explain shifts on human visual attention
  In: Scientific Reports 10 (2020), Article No.: 16335
  ISSN: 2045-2322
  DOI: 10.1038/s41598-020-73494-2
  BibTeX: Download
• Zrenner M., Küderle A., Roth N., Jensen U., Dümler B., Eskofier B.:
  Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
  In: Sensors 20 (2020), Article No.: 5705
  ISSN: 1424-8220
  DOI: 10.3390/s20195705
  BibTeX: Download

2019

• Abdullahi I., Abdullahi B., Adesina S.:
  Towards a Framework of Configuring and Evaluating ModSecurity WAF on Tomcat and Apache Web Servers
  In: 2019 15th International Conference on Electronics, Computer and Computation (ICECCO) 2019
  DOI: 10.1109/ICECCO48375.2019.9043209
  URL: https://ieeexplore.ieee.org/document/9043209
  BibTeX: Download
• Abel L., Richer R., Küderle A., Gradl S., Eskofier B., Rohleder N.:
  Classification of Acute Stress-Induced Response Patterns
  EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
  DOI: 10.1145/3329189.3329231
  URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
  BibTeX: Download
• Adams Seewald L., Facco Rodrigues V., Ollenschläger M., Stoffel Antunes R., Andre da Costa C., da Rosa Righi R., da Silveira Junior LG., Maier A., Eskofier B., Fahrig R.:
  Toward analyzing mutual interference on infrared-enabled depth cameras
  In: Computer Vision and Image Understanding (2019)
  ISSN: 1077-3142
  DOI: 10.1016/j.cviu.2018.09.010
  BibTeX: Download
• Aholt K., Martindale C., Küderle A., Gaßner H., Gladow T., Rojo J., Villanueva-Mascato S., Klucken J., Arredondo Waldmeyer MT., Eskofier B.:
  A Mobile Solution for Rhythmic Auditory Stimulation Gait Training
  2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, 23. July 2019 - 27. July 2019)
  In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
  DOI: 10.1109/EMBC.2019.8857143
  BibTeX: Download
• Amores J., Fuste A., Richer R.:
  Deep Reality: Towards Increasing Relaxation in VR by Subtly Changing Light, Sound and Movement Based on HR, EDA, and EEG
  ACM Conference on Human Factors in Computing Systems (CHI 2019) (Glasgow, 4. May 2019 - 9. May 2019)
  In: ACM (ed.): CHI 2019 Video Showcase 2019
  DOI: 10.1145/3290607.3311770
  URL: https://www.mad.tf.fau.de/files/2019/05/2019-Amores-CHI-DeepReality.pdf
  BibTeX: Download
• Amores J., Fuste A., Richer R., Maes P.:
  Deep Reality: An Underwater VR Experience to Promote Relaxation by Unconscious HR, EDA, and Brain Activity Biofeedback
  SIGGRAPH '19: ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality (Los Angeles, 28. July 2019 - 1. August 2019)
  In: ACM (ed.): SIGGRAPH '19: ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality 2019
  DOI: 10.1145/3306449.3328818
  URL: https://www.mad.tf.fau.de/files/2020/01/2019-Amores-SIGGRAPH-DeepReality.pdf
  BibTeX: Download
• Aubreville M., Stöve M., Oetter N., Goncalves M., Knipfer C., Neumann H., Bohr C., Stelzle F., Maier A.:
  Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images.
  In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 31-42
  ISSN: 1861-6410
  DOI: 10.1007/s11548-018-1836-1
  BibTeX: Download
• Dorschky E., Krüger D., Kurfess N., Schlarb H., Wartzack S., Eskofier B., van den Bogert AJ.:
  Optimal control simulation predicts effects of midsole materials on energy cost of running
  In: Computer Methods in Biomechanics and Biomedical Engineering (2019)
  ISSN: 1025-5842
  DOI: 10.1080/10255842.2019.1601179
  URL: https://www.mad.tf.fau.de/files/2019/08/201904_CMBBE_Dorschky.pdf
  BibTeX: Download
• Dorschky E., Nitschke M., Seifer AK., van den Bogert AJ., Eskofier B.:
  Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models
  In: Journal of Biomechanics (2019)
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2019.07.022
  URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
  BibTeX: Download
• Facco Rodrigues V., da Rosa Righi R., Andre da Costa C., Eskofier B., Maier A.:
  On Providing Multi-Level Quality of Service for Operating Rooms of the Future.
  In: Sensors 19 (2019)
  ISSN: 1424-8220
  DOI: 10.3390/s19102303
  BibTeX: Download
• Feigl T., Roth D., Gradl S., Wirth M., Latoschik ME., Eskofier B., Philippsen M., Mutschler C.:
  Sick Moves! Motion Parameters as Indicators of Simulator Sickness
  In: IEEE Transactions on Visualization and Computer Graphics 25 (2019), p. 3146-3157
  ISSN: 1077-2626
  DOI: 10.1109/TVCG.2019.2932224
  URL: https://ieeexplore.ieee.org/document/8798880
  BibTeX: Download
• Gaßner H., Raccagni C., Eskofier B., Klucken J., Wenning GK.:
  The Diagnostic Scope of Sensor-Based Gait Analysis in Atypical Parkinsonism: Further Observations
  In: Frontiers in Neurology 10 (2019)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2019.00005
  BibTeX: Download
• Gaßner H., Steib S., Klamroth S., Pasluosta CF., Adler W., Eskofier B., Pfeifer K., Winkler J., Klucken J.:
  Perturbation Treadmill Training Improves Clinical Characteristics of Gait and Balance in Parkinson's Disease
  In: Journal of Parkinson's Disease 9 (2019), p. 413-426
  ISSN: 1877-7171
  DOI: 10.3233/JPD-181534
  BibTeX: Download
• Gladow T., Gaßner H., Ullrich M., Hannink J., Roth N., Marxreiter F., Küderle A., Kohl Z., Winkler J., Eskofier B., Klucken J.:
  Sensor-based gait analysis distinguishes fallers from non-fallers in Parkinson's disease under clinical and real-life conditions
  BibTeX: Download
• Gradl S., Wirth M., Mächtlinger N., Poguntke R., Wonner A., Rohleder N., Eskofier BM.:
  The Stroop Room: A Virtual Reality-Enhanced Stroop Test
  VRST '19: 25th ACM Symposium on Virtual Reality Software and Technology (Sydney)
  DOI: 10.1145/3359996.3364247
  BibTeX: Download
• Gradl S., Wirth M., Richer R., Rohleder N., Eskofier B.:
  An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables
  EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
  DOI: 10.1145/3329189.3329233
  URL: https://www.mad.tf.fau.de/files/2019/05/Gradl-Wirth-2019-PervasiveHealth-StressMeasurementOverview.pdf
  BibTeX: Download
• Groh B., Eskofier B., Schottenhamml J., Drory A.:
  Unobtrusive Estimation of In-Stroke Boat Rotation in Rowing Using Wearable Sensors
  12th International Symposium on Computer Science in Sport (IACSS) (Moscow, Russia, 8. July 2019 - 10. July 2019)
  In: Springer (ed.): Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019) 2019
  DOI: 10.1007/978-3-030-35048-2_14
  BibTeX: Download
• Haji Ghassemi N., Hannink J., Roth N., Gaßner H., Marxreiter F., Klucken J., Eskofier B.:
  Turning analysis during standardized test using on-shoe wearable sensors in parkinson’s disease
  In: Sensors 19 (2019), Article No.: 3103
  ISSN: 1424-8220
  DOI: 10.3390/s19143103
  BibTeX: Download
• Jahn K., Freiberger E., Eskofier B., Bollheimer C., Klucken J.:
  Balance and mobility in geriatric patients
  In: Zeitschrift für Gerontologie und Geriatrie 52 (2019), p. 316-323
  ISSN: 0948-6704
  DOI: 10.1007/s00391-019-01561-z
  BibTeX: Download
• Kara DD., Ring M., Mehringer W., Eskofier B., Hennig F., Michelson G.:
  Detection of Mild Traumatic Brain Injury by a Virtual Reality System
  Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, CANADA, 28. April 2019 - 2. May 2019)
  In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
  BibTeX: Download
• Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
  Interindividual Balance Adaptations in Response to Perturbation Treadmill Training in Persons With Parkinson Disease
  In: Journal of Neurologic Physical Therapy 43 (2019), p. 224-232
  ISSN: 1557-0576
  DOI: 10.1097/NPT.0000000000000291
  BibTeX: Download
• Klein J., Zrenner M., Dümler B., Eskofier B.:
  Development of Algorithms for Computing Knee Stability Parameters Using a Sensor Equipped Knee Sleeve
  ORTHO – Kongress der Master, Orthopädie 4.0 (Weiden, 26. June 2019 - 26. June 2019)
  BibTeX: Download
• Klucken J., Gladow T., Hilgert JG., Stamminger M., Weigand C., Eskofier B.:
  „Wearables“ in der Behandlung neurologischer Erkrankungen – wo stehen wir heute?
  In: Der Nervenarzt 90 (2019), p. 787-795
  ISSN: 0028-2804
  DOI: 10.1007/s00115-019-0753-z
  BibTeX: Download
• Koelewijn A., Heinrich D., van den Bogert AJ.:
  Metabolic cost calculations of gait using musculoskeletal energy models, a comparison study
  In: PLoS ONE 14 (2019), Article No.: e0222037
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0222037
  BibTeX: Download
• Kurz J., Tharmalingam V., Pryakhina N., Hunger A., Ollenschläger M., Eskofier B.:
  A wearable obstacle detection system for visually impaired people
  41st International Engineering in Medicine and Biology Conference (Berlin, 23. July 2019 - 27. July 2019)
  In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
  BibTeX: Download
• Maier J., Black M., Hall M., Choi JH., Levenston M., Gold G., Fahrig R., Eskofier B., Maier A.:
  Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus
  Bildverarbeitung für die Medizin 2019 (Lübeck, 17. March 2019 - 19. March 2019)
  In: Bildverarbeitung für die Medizin 2019 2019
  DOI: 10.1007/978-3-658-25326-4_21
  URL: https://link.springer.com/chapter/10.1007/978-3-658-25326-4_21
  BibTeX: Download
• Marra G., Zanca D., Betti A., Gori M.:
  Learning Activation Functions by Means of Kernel Based Neural Networks
  Springer, 2019
  ISBN: 9783030351656
  DOI: 10.1007/978-3-030-35166-3_30
  BibTeX: Download
• Martindale C., Roth N., Gaßner H., List J., Regensburger M., Eskofier B., Kohl Z.:
  Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients
  In: IEEE Journal of Biomedical and Health Informatics (2019)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2019.2937574
  BibTeX: Download
• Martindale C., Sprager S., Eskofier B.:
  Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables
  In: Sensors 198 (2019), Article No.: 1820
  ISSN: 1424-8220
  DOI: 10.3390/s19081820
  URL: https://www.mdpi.com/1424-8220/19/8/1820
  BibTeX: Download
• Marxreiter F., Gaßner H., Borozdina O., Barth J., Kohl Z., Schlachetzki J., Thun-Hohenstein C., Volc D., Eskofier B., Winkler J., Klucken J.:
  Sensor-based gait analysis of individualized improvement during apomorphine titration in Parkinson's disease
  DOI: 10.1007/s00415-018-9012-7
  BibTeX: Download
• Meyer V., Facco Rodrigues V., da Rosa Righi R., Andre da Costa C., Galante G., Bonato Both C.:
  Pipel: Exploiting Resource Reorganization to Optimize Performance of Pipeline-Structured Applications in the Cloud
  In: International Journal of Computational Systems Engineering (2019)
  ISSN: 2046-3391
  DOI: 10.1504/IJCSYSE.2019.098414
  BibTeX: Download
• Michelson G., Kutzner B., Mehringer W., Paulus J., Ring M., Eskofier B.:
  Dichoptic Binocular Vision Training Improved Stereo Vision in Top Athletes
  Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, 28. April 2019 - 2. May 2019)
  In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
  BibTeX: Download
• Minakaki G., Canneva F., Chevessier F., Bode F., Menges S., Timotius I., Kalinichenko L., Meixner H., Müller CP., Eskofier B., Casadei N., Riess O., Schröder R., Winkler J., Xiang W., von Hörsten S., Klucken J.:
  Treadmill exercise intervention improves gait and postural control in alpha-synuclein mouse models without inducing cerebral autophagy
  In: Behavioural Brain Research 363 (2019), p. 199-215
  ISSN: 0166-4328
  DOI: 10.1016/j.bbr.2018.11.035
  URL: https://www.sciencedirect.com/science/article/pii/S016643281830754X
  BibTeX: Download
• Nguyen A., Roth N., Haji Ghassemi N., Hannink J., Seel T., Klucken J., Gaßner H., Eskofier B.:
  Correction to: Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease (J Neuroeng Rehabil (2019) 16:77 DOI: 10.1186/s12984-019-0548-2)
  In: Journal of neuroEngineering and rehabilitation 16 (2019), Article No.: 98
  ISSN: 1743-0003
  DOI: 10.1186/s12984-019-0567-z
  BibTeX: Download
• Nguyen A., Roth N., Haji Ghassemi N., Hannink J., Seel T., Klucken J., Gaßner H., Eskofier B.:
  Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease
  In: Journal of neuroEngineering and rehabilitation 16 (2019)
  ISSN: 1743-0003
  DOI: 10.1186/s12984-019-0548-2
  BibTeX: Download
• Niitsoo A., Edelhäußer T., Hadaschik N., Eberlein E., Mutschler C.:
  A Deep Learning Approach to Position Estimation from Channel Impulse Responses
  In: Sensors 19 (2019), p. 1-23
  ISSN: 1424-8220
  DOI: 10.3390/s19051064
  URL: https://www.mdpi.com/1424-8220/19/5/1064
  BibTeX: Download
• Nitschke M., Dorschky E., Schlarb H., Eskofier B., van den Bogert AJ., Koelewijn A.:
  Turning a corner in predictive musculoskeletal simulations of gait using implicit dynamics
  Dynamic Walking 2019 (Canmore, Alberta, 3. June 2019 - 6. June 2019)
  In: 14th Annual Dynamic Walking Conference 2019 2019
  URL: https://www.mad.tf.fau.de/files/2019/05/Nitschke_Dynamic_Walking.pdf
  BibTeX: Download
• Ott F., Feigl T., Löffler C., Mutschler C.:
  Visual-Odometry-aided Pose Regression for 6DoF Camera Localization
  (2019)
  URL: https://arxiv.org/pdf/1912.08263.pdf
  BibTeX: Download
  (Techreport)
• Poguntke R., Wirth M., Gradl S.:
  Same same but different: Exploring the effects of the stroop color word test in virtual reality
  17th IFIP TC13 International Conference on Human-Computer Interaction, INTERACT 2019 (Paphos, 2. September 2019 - 6. September 2019)
  In: David Lamas, Fernando Loizides, Lennart Nacke, Helen Petrie, Marco Winckler, Panayiotis Zaphiris (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
  DOI: 10.1007/978-3-030-29384-0_42
  BibTeX: Download
• Raab R., Driessens K.:
  A generative policy gradient approach for learning to play text-based adventure games
  BNAIC/BENELEARN 2019 (Brussels, 6. November 2019 - 8. November 2019)
  In: Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019) 2019
  Open Access: http://ceur-ws.org/Vol-2491/abstract18.pdf
  BibTeX: Download
• Rico Olarte C.:
  Affective Video Games: A Systematic Mapping Study
  BibTeX: Download
• Schink K., Gaßner H., Reljic D., Herrmann HJ., Kemmler W., Schwappacher R., Meyer J., Eskofier B., Winkler J., Neurath M., Klucken J., Zopf Y.:
  Assessment of gait parameters and physical function in patients with advanced cancer participating in a 12-week exercise and nutrition programme: A controlled clinical trial
  In: European Journal of Cancer Care (2019), Article No.: e13199
  ISSN: 0961-5423
  DOI: 10.1111/ecc.13199
  BibTeX: Download
• Schwertner MA., Rigo SJ., Araujo DA., Silva AB., Eskofier B.:
  Fostering natural language question answering over knowledge bases in oncology EHR
  32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019 (Cordoba, 5. June 2019 - 7. June 2019)
  In: Proceedings - IEEE Symposium on Computer-Based Medical Systems 2019
  DOI: 10.1109/CBMS.2019.00102
  BibTeX: Download
• Schwinn L., Haderlein T., Nöth E., Maier A.:
  Impact of Pathologies on Automatic Age Estimation
  Fortschritte der Akustik - DAGA 2019 (DAGA 2019 - 45. Jahrestagung für Akustik) (Rostock, 18. March 2019 - 21. March 2019)
  In: Deutsche Gesellschaft für Akustik e.V. (ed.): Fortschritte der Akustik - DAGA 2019, Rostock: 2019
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Schwinn19-IOP.pdf
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
  Effects of perturbed treadmill training on Parkinsonian gait: time-course, sustainability, and transfer effects
  Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, CH, 16. January 2019 - 18. January 2019)
  In: Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten. Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik vom 16.-18. Januar 2019 in Bern 2019
  DOI: 10.7892/boris.123517
  URL: https://boris.unibe.ch/123517/
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
  Exploring gait adaptations to perturbed and conventional treadmill training in Parkinson’s disease: Time-course, sustainability, and transfer
  In: Human Movement Science (2019)
  ISSN: 0167-9457
  DOI: 10.1016/j.humov.2019.01.007
  BibTeX: Download
• Thies M., Maier J., Eskofier B., Maier A., Levenston M., Gold G., Fahrig R.:
  Automatic orientation estimation of inertial sensors in C-Arm CT Projections
  In: Current Directions in Biomedical Engineering 5 (2019), p. 195-198
  ISSN: 2364-5504
  DOI: 10.1515/cdbme-2019-0050
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Moceri S., Plank AC., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
  Systematic data analysis and data mining in CatWalk gait analysis by heat mapping exemplified in rodent models for neurodegenerative diseases
  In: Journal of Neuroscience Methods 326 (2019), Article No.: 108367
  ISSN: 0165-0270
  DOI: 10.1016/j.jneumeth.2019.108367
  URL: https://www.sciencedirect.com/science/article/pii/S0165027019302249
  BibTeX: Download
• Timotius I., Moceri S., Plank AC., Habermeyer J., Canneva F., Winkler J., Klucken J., Casadei N., Riess O., Eskofier B., von Hörsten S.:
  Silhouette-Length-Scaled Gait Parameters for Motor Functional Analysis in Mice and Rats
  In: eNeuro 6 (2019), Article No.: ENEURO.0100-19.2019
  ISSN: 2373-2822
  DOI: 10.1523/ENEURO.0100-19.2019
  URL: https://www.eneuro.org/content/6/6/ENEURO.0100-19.2019
  BibTeX: Download
• Ullrich M., Hannink J., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Unsupervised harmonic frequency-based gait sequence detection for Parkinson’s disease
  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Chicago, 19. May 2019 - 22. May 2019)
  DOI: 10.1109/BHI.2019.8834660
  BibTeX: Download
• Vásquez-Correa JC., Klumpp P., Arias-Vergara T., Strauss M., Küderle A., Roth N., Bayerl S., García-Ospina N., Pérez Toro PA., Parra-Gallego LF., Rios-Urrego CD., Escobar-Grisales D., Orozco-Arroyave JR., Eskofier B., Nöth E.:
  Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease
  20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, 15. September 2019 - 19. September 2019)
  In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
  DOI: 10.21437/Interspeech.2019-8003
  URL: https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html
  BibTeX: Download
• Wanner P., Hamacher D., Schmautz T., Eskofier B., Pfeifer K., Steib S.:
  Einfluss von Lauftempo und neuromuskulärer Ermüdung auf die dynamische Laufstabilität des Fußes bei Sportlern mit chronischer Sprunggelenkinstabilität
  24. Sportwissenschaftlicher Hochschultag der dvs (Berlin, 18. September 2019 - 20. September 2019)
  In: Arampatzis, A., Braun, S., Schmitt, K., Wolfarth, B (ed.): Sport im öffentlichen Raum - Abstractband des 24. dvs-Hochschultags, Hamburg: 2019
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Ankle angle variability during running in athletes with chronic ankle instability and copers
  In: Gait & Posture 68 (2019), p. 329–334
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2018.11.038
  URL: https://www.sciencedirect.com/science/article/pii/S096663621830345X
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Athletes with chronic ankle instability demonstrate altered ankle angle variability during running compared to copers
  Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, 16. January 2019 - 18. January 2019)
  In: Klostermann, A., Vater, C., & Hossner, E.-J. (ed.): Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik 2019
  DOI: 10.7892/boris.123517
  URL: https://boris.unibe.ch/123517/
  BibTeX: Download
• Zanca D., Gori M., Rufa A.:
  A unified computational framework for visual attention dynamics
  Elsevier B.V., 2019
  (Progress in Brain Research, Vol.249)
  ISBN: 9780444642547
  DOI: 10.1016/bs.pbr.2019.01.001
  BibTeX: Download
• Zrenner M., Feldner C., Jensen U., Richer R., Roth N., Eskofier B.:
  Evaluation of foot kinematics during endurance running on different surfaces in real-world environments
  DOI: 10.1007/978-3-030-35048-2_13
  BibTeX: Download
• da Rosa Righi R., Andrioli L., Facco Rodrigues V., Andre da Costa C., Marcos Alberti A., Singh D.:
  Elastic-RAN: An adaptable multi-level elasticity model for Cloud Radio Access Networks
  In: Computer Communications (2019), p. 34-47
  ISSN: 0140-3664
  DOI: 10.1016/j.comcom.2019.04.012
  BibTeX: Download
• da Rosa Righi R., Facco Rodrigues V., Fontana De Nardin I., Andre da Costa C., Antonio Zanata Alves M., Aronne Pillon M.:
  Towards providing middleware-level proactive resource reorganisation for elastic HPC applications in the cloud
  In: International Journal of Grid and Utility Computing 10 (2019), p. 76-92
  ISSN: 1741-847X
  DOI: 10.1504/IJGUC.2019.097220
  BibTeX: Download

2018

• Amores J., Richer R., Zhao N., Maes P., Eskofier B.:
  Promoting Relaxation Using Virtual Reality, Olfactory Interfaces and Wearable EEG
  2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, NV, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/BSN.2018.8329668
  URL: https://www.mad.tf.fau.de/files/2018/04/2018-Amores-BSN-PRVR.pdf
  BibTeX: Download
• Blank P., Eskofier B.:
  Smart Racket – Echtzeitfeedbacksystem im Tischtennis
  19. Frühjahrsschule Technologien im Leistungssport (Leipzig, 14. May 2018 - 15. May 2019)
  In: Ina Fichtner, Institut für angewandte Trainingswissenschaft (ed.): Technologien im Leistungssport 3, Aachen: 2018
  BibTeX: Download
• Ceron J., Lopez D.:
  Human activity recognition supported on indoor localization: A systematic review
  15th International Conference on Wearable Micro and Nano Technologies for Personalized Health, pHealth 2018
  DOI: 10.3233/978-1-61499-868-6-93
  BibTeX: Download
• Farinango, Benavides, Cerón, López, Álvarez:
  Human-centered design of a personal health record system for metabolic syndrome management based on the ISO 9241-210:2010 standard.
  In: Journal of Multidisciplinary Healthcare 11 (2018), p. 21-37
  ISSN: 1178-2390
  DOI: 10.2147/JMDH.S150976
  BibTeX: Download
• Cerón J., López D., Urbano L., Álvarez-Rosero R., Muñoz-Benítez S.:
  Information and communication technology-based strategies for the reduction of cardiovascular risk factors in the active working population Estrategias basadas en tecnologías de la información y la comunicación para la reducción de factores de riesgo cardiovascular en personas laboralmente activas
  In: Revista Colombiana de Cardiología 25 (2018), p. 92-100
  ISSN: 0120-5633
  DOI: 10.1016/j.rccar.2017.08.018
  BibTeX: Download
• Ceron JD., López DM., Eskofier B.:
  Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach
  In: Proceedings 2 (2018), p. 1265
  ISSN: 2504-3900
  DOI: 10.3390/proceedings2191265
  BibTeX: Download
• Cibis T., Preikschat S., Minh DN., Jones P., Eskofier B., Mcewan A.:
  Identification of electrical impedance tomography as simulation system emulating the electroreceptive system in aquatic animals
  1st International IEEE Life-Science Conference, LSC 2017 (Sydney, NSW, 13. December 2017 - 15. December 2017)
  In: 2017 IEEE Life Sciences Conference, LSC 2017 2018
  DOI: 10.1109/LSC.2017.8268171
  BibTeX: Download
• Da Costa CA., Pasluosta CF., Eskofier B., Da Silva DB., Righi RDR.:
  Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards
  In: Artificial Intelligence in Medicine 89 (2018), p. 61-69
  ISSN: 0933-3657
  DOI: 10.1016/j.artmed.2018.05.005
  BibTeX: Download
• Dreyer F., Cantone M., Eberhardt M., Jaitly T., Walter L., Wittmann J., Gupta S., Khan FM., Wolkenhauer O., Puetzer BM., Jäck HM., Heinzerling L., Vera J.:
  A web platform for the network analysis of high-throughput data in melanoma and its use to investigate mechanisms of resistance to anti-PD1 immunotherapy
  In: Biochimica et Biophysica Acta - Molecular Basis of Disease 1864 (2018), p. 2315-2328
  ISSN: 0925-4439
  DOI: 10.1016/j.bbadis.2018.01.020
  BibTeX: Download
• Facco Rodrigues V., da Rosa Righi R., Andre da Costa C., Singh D., Mendez Munoz V., Chang V.:
  Towards combining reactive and proactive cloud elasticity on running HPC applications
  3rd International Conference on Internet of Things, Big Data and Security, IoTBDS 2018
  DOI: 10.5220/0006761302610268
  BibTeX: Download
• Feigl T., Mutschler C., Philippsen M.:
  Supervised Learning for Yaw Orientation Estimation
  (2018)
  ISSN: 2471-917X
  DOI: 10.1109/IPIN.2018.8533811
  URL: https://www2.cs.fau.de/publication/download/IPIN2018a.pdf
  BibTeX: Download
• Feigl T., Nowak T., Philippsen M., Edelhäußer T., Mutschler C.:
  Recurrent Neural Networks on Drifting Time-of-Flight Measurements
  9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (Nantes, 24. September 2018 - 27. September 2018)
  In: Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) 2018
  DOI: 10.1109/IPIN.2018.8533813
  URL: https://www2.cs.fau.de/publication/download/IPIN2018b.pdf
  BibTeX: Download
• Ghimire B., Seitz J., Mutschler C.:
  Indoor Positioning using OFDM-based Visible Light Communication System
  9th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nantes, 24. September 2018 - 27. September 2018)
  In: 2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), NEW YORK: 2018
  BibTeX: Download
• Gorse L., Löffler C., Mutschler C., Philippsen M.:
  Optical Camera Communication for Active Marker Identification in Camera-based Positioning Systems
  15th Workshop on Positioning, Navigation and Communications (WPNC'18) (Bremen, 25. October 2018 - 26. October 2018)
  In: Proceedings of the 15th Workshop on Positioning, Navigation and Communications (WPNC'18) 2018
  DOI: 10.1109/WPNC.2018.8555846
  URL: https://www2.cs.fau.de/publication/download/WPNC2018.pdf
  BibTeX: Download
• Gradl S., Wirth M., Zillig T., Eskofier B.:
  Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors
  15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, BSN 2018
  DOI: 10.1109/BSN.2018.8329681
  BibTeX: Download
• Groh B., Fritz J., Deininger M., Schwameder H., Eskofier B.:
  Unobtrusive and Wearable Landing Momentum Estimation in Ski Jumping with Inertial-Magnetic Sensors
  IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, USA, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): Proceedings of the 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/bsn.2018.8329669
  URL: https://www.mad.tf.fau.de/files/2018/03/2018-Groh-BSN-UAW.pdf
  BibTeX: Download
• Haji Ghassemi N., Hannink J., Martindale C., Gaßner H., Müller M., Klucken J., Eskofier B.:
  Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease.
  In: Sensors 18 (2018)
  ISSN: 1424-8220
  DOI: 10.3390/s18010145
  BibTeX: Download
• Haji Ghassemi N., Hannink J., Martindale C., Gaßner H., Müller M., Klucken J., Eskofier B.:
  Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson’s Disease
  In: Sensors (2018)
  ISSN: 1424-8220
  DOI: 10.3390/s18010145
  URL: http://www.mdpi.com/1424-8220/18/1/145
  BibTeX: Download
• Hannink J., Kautz T., Pasluosta CF., Barth J., Schülein S., Gassmann K-., Klucken J., Eskofier B.:
  Mobile Stride Length Estimation with Deep Convolutional Neural Networks.
  In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 354 - 362
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2017.2679486
  URL: https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Mobile-Stride-Length-Estimation-with-Deep-Convolutional-Neural-Networks-1.pdf
  BibTeX: Download
• Ivanovic M., Ring M., Baronio F., Calza S., Vukcevic V., Hadzievski L., Maluckov A., Eskofier B.:
  ECG derived feature combination versus single feature in predicting defibrillation success in out-of-hospital cardiac arrested patients
  In: Biomedical Physics and Engineering Express 5 (2018), p. 015012
  ISSN: 2057-1976
  DOI: 10.1088/2057-1976/aaebec
  BibTeX: Download
• Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
  Individuelle Therapieeffekte: Analyse interindividueller Unterschiede in der Anpassung der Gleichgewichtsfähigkeit nach Laufbandtherapie bei Parkinsonpatienten
  3. Symposium Physiotherapiewissenschaft (Lübeck, 16. November 2018 - 17. November 2018)
  BibTeX: Download
• Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
  Laufbandtherapie in der Neurorehabilitation: Evidenz und Anwendungsspektrum
  In: Neurologie & Rehabilitation, 2018 (7. Gemeinsame Jahrestagung der Deutschen Gesellschaft für Neurorehabilitation e. V. (DGNR) und der Deutschen Gesellschaft für Neurotraumatologie und Klinische Neurorehabilitation e. V. (DGNKN))
  BibTeX: Download
• Klamroth S., Gaßner H., Winkler J., Eskofier B., Klucken J., Pfeifer K., Steib S.:
  Sensomotorisches Laufbandtraining in der Rehabilitation von Gangstörungen bei Patienten mit Morbus Parkinson
  In: Deutsche Rentenversicherung Bund (ed.): 27. Rehabilitationswissenschaftliches Kolloquium: Rehabilitation bewegt!, 2018, p. 356-357 (DRV-Schriften, Vol.113)
  ISBN: 978-3-9817814-8-9
  BibTeX: Download
• Kluge F., Hannink J., Pasluosta CF., Klucken J., Gaßner H., Gelse K., Eskofier B., Krinner S.:
  Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty
  In: Gait & Posture 66 (2018), p. 194-200
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2018.08.026
  URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2018_gp_proof.pdf
  BibTeX: Download
• Koelewijn A., Dorschky E., van den Bogert AJ.:
  A metabolic energy expenditure model with a continuous first derivative and its application to predictive simulations of gait
  In: Computer Methods in Biomechanics and Biomedical Engineering 21 (2018), p. 521 - 531
  ISSN: 1025-5842
  DOI: 10.1080/10255842.2018.1490954
  BibTeX: Download
• Lee SI., Eskofier B.:
  Special issue on wearable computing and machine learning for applications in sports, health, and medical engineering
  In: Applied Sciences 8 (2018), Article No.: 167
  ISSN: 2076-3417
  DOI: 10.3390/app8020167
  BibTeX: Download
• Löffler C., Riechel S., Fischer J., Mutschler C.:
  Evaluation Criteria for Inside-Out Indoor Positioning Systems Based on Machine Learning
  In: International Conference on Indoor Positioning and Indoor Navigation (IPIN), Nantes, France: 2018
  DOI: 10.1109/ipin.2018.8533862
  URL: https://ieeexplore.ieee.org/document/8533862
  BibTeX: Download
• Maier J., Aichert A., Mehringer W., Bier B., Eskofier B., Levenston M., Gold G., Fahrig R., Bonaretti S., Maier A.:
  Feasibility of Motion Compensation using Inertial Measurement in C-arm CT
  2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Sydney, 10. November 2018 - 17. November 2018)
  In: Conference Record of the 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 2018
  DOI: 10.1109/nssmic.2018.8824463
  BibTeX: Download
• Martindale C., Roth N., Gaßner H., Jensen D., Kohl Z., Eskofier B.:
  Mobile Gait Analysis Using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients
  In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2018
  DOI: 10.1109/EMBC.2018.8513508
  URL: https://www.mad.tf.fau.de/files/2018/09/embc2018_martindale.pdf
  BibTeX: Download
• Martindale C., Roth N., Hannink J., Sprager S., Eskofier B.:
  Smart Annotation Tool for Multi-sensor gait based daily activity data
  In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) 2018
  DOI: 10.1109/PERCOMW.2018.8480193
  URL: https://www.mad.tf.fau.de/files/2018/09/percom2018_martindale.pdf
  BibTeX: Download
• Marxreiter F., Gaßner H., Borozdina O., Barth J., Kohl Z., Schlachetzki J., Thun-Hohenstein C., Volc D., Eskofier B., Winkler J., Klucken J.:
  Sensor-based gait analysis of individualized improvement during apomorphine titration in Parkinson's disease
  In: Journal of Neurology 265 (2018), p. 2656-2665
  ISSN: 0340-5354
  DOI: 10.1007/s00415-018-9012-7
  BibTeX: Download
• Maurer M., Kautz T., Schlenzig A., Hiemann A., Zrenner M., Eskofier B.:
  Classification of Match Phases in Handball
  12. Symposium der Sektion Sportinformatik und Sporttechnologie der Deutschen Vereinigung für Sportwissenschaft (dvs) (München, 5. September 2018 - 7. September 2018)
  BibTeX: Download
• Maurer M., Zrenner M., Reynolds D., Dümler B., Eskofier B.:
  Sleeve Based Knee Angle Calculation for Rehabilitation
  2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, Nevada, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/bsn.2018.8329644
  BibTeX: Download
• Mentl K., Saffoury R., Maier A.:
  Abstract: Automatic Malignancy Estimation for Pulmonary Nodules from CT Images
  Bildverarbeitung für die Medizin (Erlangen)
  In: Informatik Aktuell 2018
  DOI: 10.1007/978-3-662-56537-7_12
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Mentl18-AAM.pdf
  BibTeX: Download
• Mentl K., Saffoury R., Maier A.:
  Automatic malignancy estimation for pulmonary nodules from CT images
  Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, DEU, 11. March 2018 - 13. March 2018)
  In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
  DOI: 10.1007/978-3-662-56537-7_12
  BibTeX: Download
• Moceri S., Canneva F., Habermeyer J., Dobner J., Schulze-Krebs A., Puchades M., Bjaalie JG., Kohl Z., Winkler J., Timotius I., Eskofier B., Schilling S., Demuth HU., Hartlage-Rübsamen M., Rossner S., Casadei N., Riess O., von Hörsten S.:
  Association of early phenotypic behavioral alterations in human alpha-synuclein overexpressing transgenic rats with alpha-synuclein/huntingtin/amyloid-beta protein cross-seeding
  Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting (Torino, 15. March 2018 - 18. March 2018)
  In: Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting 2018
  BibTeX: Download
• Niitsoo A., Edelhaeusser T., Mutschler C.:
  Convolutional Neural Networks for Position Estimation in TDoA-based Locating Systems
  9th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nantes, 24. September 2018 - 27. September 2018)
  In: IEEE (ed.): 2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), NEW YORK: 2018
  DOI: 10.1109/IPIN.2018.8533766
  URL: https://www.mad.tf.fau.de/files/2018/07/Convolutional-Neural-Networks-for-Position-Estimation-in-TDoA-based-Locating-Systems.pdf
  BibTeX: Download
• Nitschke M., Dorschky E., Seifer AK., Schlarb H., van den Bogert AJ., Eskofier B.:
  Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis
  Summer School "Humans in Motion" (Heidelberg, 23. September 2018 - 28. September 2018)
  URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
  BibTeX: Download
• Nowak T., Hartmann M., Thielecke J., Hadachik N., Mutschler C.:
  Super-Resolution in RSS-based Direction-of-Arrival Estimation
  DOI: 10.1109/ipin.2018.8533684
  URL: https://www.mad.tf.fau.de/files/2018/07/SuperResolutionInRSSBasedDirectionOfArrivalEstimation.pdf
  BibTeX: Download
• Orlemann T., Reljic D., Zenker B., Meyers J., Eskofier B., Thiemt J., Herrmann HJ., Neurath M., Zopf Y.:
  A Novel Mobile Phone App (OncoFood) to Record and Optimize the Dietary Behavior of Oncologic Patients: Pilot Study
  In: JMIR Cancer 4 (2018)
  ISSN: 2369-1999
  DOI: 10.2196/10703
  BibTeX: Download
• Orlemann T., Zenker B., Reljic D., Meyer J., Oberlaender J., Herrmann HJ., Eskofier B., Neurath M., Zopf Y.:
  Recording and Optimizing the Nutritional Behavior of oncological Patients by using a Smartphone App (OncoFood)
  BibTeX: Download
• Pasluosta CF., Hannink J., Gaßner H., von Tscharner V., Winkler J., Klucken J., Eskofier B.:
  Motor output complexity in Parkinson's disease during quiet standing and walking: Analysis of short-term correlations using the entropic half-life.
  In: Human movement science 58 (2018), p. 185-194
  ISSN: 1872-7646
  DOI: 10.1016/j.humov.2018.02.005
  BibTeX: Download
• Raccagni C., Gaßner H., Eschlboeck S., Boesch S., Krismer F., Seppi K., Poewe W., Eskofier B., Winkler J., Wenning G., Klucken J.:
  Sensor-based gait analysis in atypical parkinsonian disorders
  In: Brain and Behavior 8 (2018)
  ISSN: 2162-3279
  DOI: 10.1002/brb3.977
  BibTeX: Download
• Richer R., Zhao N., Amores J., Eskofier B., Paradiso JA.:
  Real-time Mental State Recognition using a Wearable EEG
  40th International Engineering in Medicine and Biology Conference (EMBC) (Honolulu, Hawaii, 17. July 2018 - 21. July 2018)
  DOI: 10.1109/embc.2018.8513653
  URL: https://www.mad.tf.fau.de/files/2019/02/2018-Richer-EMBC-MentalStateEEG.pdf
  BibTeX: Download
• Rico Olarte C.:
  Objective Method for User Experience Evaluation of Children with SLD on HapHop-Physio (Thesis, 2018)
  BibTeX: Download
• Rico Olarte C., López DM., Kepplinger S.:
  Towards a conceptual framework for the objective evaluation of user experience
  7th International Conference on Design, User Experience, and Usability: Theory and Practice - DUXU 2018 Held as part of the 20th International Conference on Human-Computer Information – HCI International 2018 (Caesars Palace Hotel Las Vegas, Nevada, EEUU, 15. July 2018 - 20. July 2018)
  In: Lecture Notes in Computer Science - LNCS 10918 Design, User Experience, and Usability Theory and Practice 2018
  DOI: 10.1007/978-3-319-91797-9_39
  BibTeX: Download
• Ring M.:
  Quantitative Estimation of Total Body Water Loss During Physical Exercise (Dissertation, 2018)
  DOI: 10.25593/978-3-96147-095-2
  BibTeX: Download
• Roth N., Martindale C., Gaßner H., Kohl Z., Klucken J., Eskofier B.:
  Synchronized sensor insoles for clinical gait analysis in home-monitoring applications
  DOI: 10.1515/cdbme-2018-0103
  BibTeX: Download
• Schellenberger S., Shi K., Mai M., Wiedemann JPW., Steigleder T., Eskofier B., Weigel R., Kölpin A.:
  Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks
  Computing in Cardiology (MECC Maastricht, 23. September 2018 - 26. September 2018)
  DOI: 10.22489/cinc.2018.104
  BibTeX: Download
• Stefke A., Wilm F., Richer R., Gradl S., Eskofier B., Forster C., Namer B.:
  "MigraineMonitor" – Towards a System for the Prediction of Migraine Attacks using Electrostimulation
  52th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) (Aachen, 26. September 2018 - 28. September 2018)
  In: Current Directions in Biomedical Engineering 2018
  DOI: 10.1515/cdbme-2018-0151
  URL: https://www.mad.tf.fau.de/files/2018/09/2018-StefkeWilm-DGBMT-MigraineMonitor.pdf
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
  Gait adaptations to treadmill training in Parkinson’s patients: effects of perturbation, sustainability, and moderators
  In: Murphy, M., Boreham, C., De Vito, G., Tsolakidis, E. (ed.): Book of Abstracts, 2018, p. 335
  ISBN: 978-3-9818414-1-1
  BibTeX: Download
• Stoffel Antunes R., Adams Seewald L., Facco Rodrigues V., Facco Rodrigues V., Andre da Costa C., da Silveira Junior LG., da Rosa Righi R., Maier A., Eskofier B., Ollenschläger M., Naderi Boldaji F., Fahrig R., Bauer S., Klein S., Campanatti G.:
  A Survey of Sensors in Healthcare Workflow Monitoring
  In: ACM Computing Surveys 51 (2018), Article No.: 42
  ISSN: 0360-0300
  DOI: 10.1145/3177852
  URL: https://dl.acm.org/citation.cfm?id=3177852
  BibTeX: Download
• Strauss M., Mordel P., Miguet V., Deleforge A.:
  DREGON: Dataset and Methods for UAV-Embedded Sound Source Localization
  25th IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Madrid, 1. October 2018 - 5. October 2018)
  In: 2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), NEW YORK: 2018
  DOI: 10.1109/IROS.2018.8593581
  BibTeX: Download
• Stromer D., Christlein V., Martindale C., Zippert P., Haltenberger E., Hausotte T., Maier A.:
  Browsing through sealed historical manuscripts by using 3-D computed tomography with low-brilliance X-ray sources
  In: Scientific Reports 8 (2018), p. 15335
  ISSN: 2045-2322
  DOI: 10.1038/s41598-018-33685-4
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-BTS.pdf
  BibTeX: Download
• Stöve M., Aubreville M., Oetter N., Knipfer C., Neumann H., Stelzle F., Maier A.:
  Motion Artifact Detection in Confocal Laser Endomicroscopy Images
  Bildverarbeitung für die Medizin 2018 (Erlangen, Germany, 11. March 2018 - 13. March 2018)
  In: Bildverarbeitung für die Medizin 2018. Informatik aktuell., Berlin, Heidelberg: 2018
  DOI: 10.1007/978-3-662-56537-7_85
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stoeve18-MAD.pdf
  BibTeX: Download
• Stöve M., Eskofier B.:
  Last length estimation in football
  Spinfortec 2018 (Garching b. München, 6. September 2018 - 7. September 2018)
  In: Sportinformatik XII 2018
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Moceri S., Casadei N., Riess O., Winkler J., von Hörsten S., Eskofier B., Klucken J.:
  Systematic Data Analysis and Data Mining in Gait Analysis by Heat Mapping
  11th International Conference on Methods and Techniques in Behavioral Research (Manchester, 5. June 2018 - 8. June 2018)
  In: Robyn Grant, Tom Allen, Andrew Spink (ed.): Measuring Behavior 2018, UK: 2018
  Open Access: https://www.measuringbehavior.org/mb2018/Publications
  URL: https://www.measuringbehavior.org/mb2018/Publications
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Pasluosta CF., Moceri S., Casadei N., Riess O., Winkler J., Klucken J., von Hörsten S., Eskofier B.:
  Dynamic footprint based locomotion sway assessment in α-synucleinopathic mice using Fast Fourier Transform and Low Pass Filter
  In: Journal of Neuroscience Methods 296 (2018), p. 1-11
  ISSN: 0165-0270
  DOI: 10.1016/j.jneumeth.2017.12.004
  URL: http://www.sciencedirect.com/science/article/pii/S0165027017304211
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Pasluosta CF., Moceri S., Casadei N., Riess O., Winkler J., Klucken J., von Hörsten S., Eskofier B.:
  Dynamic footprints of α-synucleinopathic mice recorded by CatWalk gait analysis
  In: Data in Brief 17 (2018), p. 189-193
  ISSN: 2352-3409
  DOI: 10.1016/j.dib.2017.12.067
  URL: https://www.sciencedirect.com/science/article/pii/S2352340918300015
  BibTeX: Download
• Timotius I., Moceri S., Plank AC., Habermeyer J., Canneva F., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
  Rodent’s Stride Length Depends on Body Size: Implications for CatWalk Assay
  11th International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior 2018) (Manchester, 5. June 2018 - 8. June 2018)
  In: Robyn Grant, Tom Allen, Andrew Spink, Matthew Sullivan (ed.): Measuring Behavior 2018, UK: 2018
  Open Access: https://www.measuringbehavior.org/mb2018/Publications
  URL: https://www.measuringbehavior.org/mb2018/Publications
  BibTeX: Download
• Tobola A., Leutheuser H., Pollak M., Spies P., Hofmann C., Weigand C., Eskofier B., Fischer G.:
  Self-powered Multiparameter Health Sensor
  In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 15-22
  ISSN: 2168-2194
  BibTeX: Download
• Ullrich M., Gladow T., Roth N., Küderle A., Ollenschläger M., Gaßner H., Winkler J., Klucken J., Eskofier B.:
  FallRiskPD: Long-term fall risk classification for Parkinson’s disease via intelligent sensor-based gait analysis in the home environment (Talk)
  European Falls Festival 2018 (Manchester, 2. July 2018 - 3. July 2018)
  In: European Falls Festival, 2nd and 3rd July 2018, Manchester, United Kingdom, ABSTRACT BOOKLET 2018
  URL: http://eufallsfest.eu/documents/Abstract Booklet.pdf
  BibTeX: Download
• Vasquez Correa J., Arias Vergara T., Rafael Orozco-Arroyave J., Eskofier B., Klucken J., Nöth E.:
  Multimodal assessment of Parkinson's disease: a deep learning approach
  In: IEEE Journal of Biomedical and Health Informatics (2018)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2018.2866873
  URL: https://ieeexplore.ieee.org/document/8444654
  BibTeX: Download
• Riquelme P., Haarer J., Kammler A., Walter L., Tomiuk S., Ahrens N., Wege A., Goecze I., Zecher D., Banas B., Spang R., Fändrich F., Lutz M., Sawitzki B., Schlitt H., Ochando J., Geissler E., Hutchinson J.:
  TIGIT+ iTregs elicited by human regulatory macrophages control T cell immunity
  In: Nature Communications 9 (2018), Article No.: 2858
  ISSN: 2041-1723
  DOI: 10.1038/s41467-018-05167-8
  BibTeX: Download
• Walter L., Heinzerling L.:
  Braf inhibitors and radiation do not act synergistically to inhibit WT and V600E BRAF human melanoma
  In: Anticancer Research 38 (2018), p. 1335-1341
  ISSN: 0250-7005
  DOI: 10.21873/anticanres.12356
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Unterschiede in der Sprunggelenksvariabilität beim Laufen zwischen Sportlern mit chronischer Instabilität und Copern
  2. GAMMA Kongress (Hamburg, 9. February 2018 - 10. February 2018)
  In: 2. GAMMA Kongress 2018
  BibTeX: Download
• Wirth M., Gradl S., Poimann D., Richer R., Ottmann J., Eskofier B.:
  Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality
  40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Honolulu, HI, USA, 18. July 2018 - 21. July 2018)
  In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2018
  DOI: 10.1109/EMBC.2018.8513213
  BibTeX: Download
• Wirth M., Gradl S., Poimann D., Schaefke H., Matlok S., Koerger H., Eskofier B.:
  Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players
  ACM SIGCHI Conference on Designing Interactive Systems 2018 (Hong Kong, 9. June 2018 - 13. June 2018)
  In: ACM New York, NY, USA ©2018 (ed.): Proceedings of the 2018 Designing Interactive Systems Conference, New York: 2018
  DOI: 10.1145/3196709.3196780
  URL: https://dl.acm.org/citation.cfm?doid=3196709.3196780
  BibTeX: Download
• Wirth M., Gradl S., Sembdner J., Kuhrt S., Eskofier B.:
  Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology
  31st Annual ACM Symposium on User Interface Software and Technology (UIST) (Berlin, 14. October 2018 - 17. October 2018)
  In: UIST 2018: PROCEEDINGS OF THE 31ST ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, NEW YORK: 2018
  DOI: 10.1145/3242587.3242636
  BibTeX: Download
• Witchel HJ., Oberndorfer C., Needham R., Healy A., Westling CE., Guppy JH., Bush J., Barth J., Herberz C., Roggen D., Eskofier B., Rashid W., Chockalingam N., Klucken J.:
  Thigh-Derived Inertial Sensor Metrics to Assess the Sit-to-Stand and Stand-to-Sit Transitions in the Timed Up and Go (TUG) Task for Quantifying Mobility Impairment in Multiple Sclerosis
  In: Frontiers in Neurology 9 (2018)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2018.00684
  BibTeX: Download
• Zanca D.:
  FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity
  (2018)
  BibTeX: Download
  (Techreport)
• Zrenner M., Gradl S., Jensen U., Ullrich M., Eskofier B.:
  Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units
  In: Sensors 18 (2018), Article No.: 4194
  ISSN: 1424-8220
  DOI: 10.3390/s18124194
  BibTeX: Download
• Zrenner M., Ullrich M., Zobel P., Jensen U., Laser F., Groh B., Dümler B., Eskofier B.:
  Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation
  Body Sensor Networks Conference (BSN) (Las Vegas, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/bsn.2018.8329670
  BibTeX: Download
• da Rosa Righi R., Facco Rodrigues V., Rostirolla G., Andre da Costa C., Roloff E., Olivier Alexandre Navaux P.:
  A lightweight plug-and-play elasticity service for self-organizing resource provisioning on parallel applications
  In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 78 (2018), p. 176-190
  ISSN: 0167-739X
  DOI: 10.1016/j.future.2017.02.023
  BibTeX: Download
• da Rosa Righi R., de Quadros Gomes R., Facco Rodrigues V., Andre da Costa C., Marcos Alberti A., Lima Pilla L., Olivier Alexandre Navaux P.:
  MigPF: Towards on self-organizing process rescheduling of Bulk-Synchronous Parallel applications
  In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 78 (2018), p. 272-286
  ISSN: 0167-739X
  DOI: 10.1016/j.future.2016.05.004
  BibTeX: Download
• von Tscharner V., Ullrich M., Mohr M., Comaduran Marquez D., Nigg BM.:
  A wavelet based time frequency analysis of electromyograms to group steps of runners into clusters that contain similar muscle activation patterns
  In: PLoS ONE (2018)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0195125
  BibTeX: Download
• von Tscharner V., Ullrich M., Mohr M., Comaduran Marquez D., Nigg BM.:
  Beta, gamma band, and high-frequency coherence of EMGs of vasti muscles caused by clustering of motor units
  In: Experimental Brain Research (2018)
  ISSN: 0014-4819
  DOI: 10.1007/s00221-018-5356-6
  BibTeX: Download

2017

• Abdullahi I., Zargari S.:
  An Overview and Computer Forensic Challenges in Image Steganography
  2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (Exeter, UK, 21. June 2017 - 23. June 2017)
  In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) 2017
  DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.60
  URL: https://ieeexplore.ieee.org/document/8276778
  BibTeX: Download
• Blank P., Groh B., Eskofier B.:
  Ball Speed and Spin Estimation in Table Tennis Using a Racket-mounted Inertial Sensor
  ACM International Symposium on Wearable Computers (Maui, Hawaii, USA, 11. September 2017 - 15. September 2017)
  In: Proceedings of the 2017 ACM International Symposium on Wearable Computers 2017
  DOI: 10.1145/3123021.3123040
  BibTeX: Download
• Ceron JD, Lopez DM, Ramirez GA:
  A mobile system for sedentary behaviors classification based on accelerometer and location data
  In: Computers in Industry 92-93 (2017), p. 25-31
  ISSN: 0166-3615
  DOI: 10.1016/j.compind.2017.06.005
  BibTeX: Download
• Cerón, López, Hofmann:
  A Two-Layer Method for Sedentary Behaviors Classification Using Smartphone and Bluetooth Beacons.
  BibTeX: Download
• Possos, Cruz, Cerón, López, Sierra-Torres:
  Open Dataset for the Automatic Recognition of Sedentary Behaviors.
  BibTeX: Download
• Christian J., Kluge F., Eskofier B., Schwameder H.:
  Comparison of different marker sets for marker trajectory and principal component analysis based classification of simulated gait impairments
  In: Journal of Biomedical Engineering and Informatics 3 (2017), p. 10-17
  ISSN: 2377-9381
  DOI: 10.5430/jbei.v3n1p10
  BibTeX: Download
• Cibis T., McEwan A., Sieber A., Eskofier B., Lippmann J., Friedl K., Bennett M.:
  Diving into Research of Biomedical Engineering in Scuba Diving
  In: IEEE Reviews in Biomedical Engineering 10 (2017), p. 323-333
  ISSN: 1937-3333
  DOI: 10.1109/RBME.2017.2713300
  BibTeX: Download
• Drory A., Groh B., Eskofier B.:
  Supervised Learning Approach to Markerless Acquisition of Rower Kinematics
  26th Congress of the International Society of Biomechanics (ISB) (Brisbane, Australia, 23. July 2017 - 27. July 2017)
  In: Proceedings of the 26th Congress of the International Society of Biomechanics (ISB) 2017
  BibTeX: Download
• Eskofier B., Lee SI., Manuela B., Simon A., Martindale C., Gaßner H., Klucken J.:
  An Overview of Smart Shoes in the Internet of Health Things: Gait and Mobility Assessment in Health Promotion and Disease Monitoring
  In: Applied Sciences 7 (2017), Article No.: 986
  ISSN: 2076-3417
  DOI: 10.3390/app7100986
  URL: http://www.mdpi.com/2076-3417/7/10/986
  BibTeX: Download
• Facco Rodrigues V., Correa E., Andre da Costa C., da Rosa Righi R.:
  On Exploring Proactive Cloud Elasticity for Internet of Things Demands
  DOI: 10.1109/CLEI.2017.8226417
  BibTeX: Download
• Facco Rodrigues V., Guilherme Wendt I., da Rosa Righi R., Andre da Costa C., Victória Barbosa JL., Marcos Alberti A.:
  Brokel: Towards enabling multi-level cloud elasticity on publish/subscribe brokers
  In: International Journal of Distributed Sensor Networks 13 (2017), Article No.: ARTN 1550147717728863
  ISSN: 1550-1329
  DOI: 10.1177/1550147717728863
  BibTeX: Download
• Facco Rodrigues V., Yves T., da Rosa Righi R., Andre da Costa C.:
  MMEliot: Um Modelo para Internet das Coisas Explorando a Elasticidade da Computação em Nuvem
  In: Revista Eletrônica Argentina-Brasil de Tecnologias da Informação e da Comunicação (2017), p. 1-19
  ISSN: 2446-7534
  DOI: 10.5281/zenodo.877328
  BibTeX: Download
• Facco Rodrigues V., da Rosa Righi R., Rostirolla G., Victória Barbosa JL., Andre da Costa C., Marcos Alberti A., Chang V.:
  Towards Enabling Live Thresholding as Utility to Manage Elastic Master-Slave Applications in the Cloud
  In: Journal of Grid Computing 15 (2017), p. 535-556
  ISSN: 1570-7873
  DOI: 10.1007/s10723-017-9405-3
  BibTeX: Download
• Flachenecker F., Gaßner H., Lee DH., Eskofier B., Klucken J., Flachenecker P., Linker R.:
  Reliability and validity of a new, sensor-based system for gait analysis in patients with multiple sclerosis
  BibTeX: Download
• Gaßner H., Marxreiter F., Steib S., Kohl Z., Schlachetzki J., Adler W., Eskofier B., Pfeifer K., Winkler J., Klucken J.:
  Gait and cognition in Parkinson’s disease: cognitive impairment is inadequately reflected by gait performance during dual task
  In: Frontiers in Neurology 8 (2017), p. 550
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2017.00550
  BibTeX: Download
• Gelse K., Knorz S., Kluge F., Hotfiel T., Eskofier B., Krinner S.:
  „Natural Running“: Biomechanischer Vergleich von Vorfuß- oder Rückfußlauf
  GOTS 2017 (Berlin)
  In: Sports Orthopaedics and Traumatology 2017
  DOI: 10.1016/j.orthtr.2017.03.074
  BibTeX: Download
• Gradl S., Cibis T., Lauber J., Richer R., Rybalko R., Pfeiffer N., Leutheuser H., Wirth M., von Tscharner V., Eskofier B.:
  Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
  In: Applied Sciences 7 (2017), Article No.: 1277
  ISSN: 2076-3417
  DOI: 10.3390/app7121277
  BibTeX: Download
• Groh B., Fleckenstein M., Kautz T., Eskofier B.:
  Classification and visualization of skateboard tricks using wearable sensors
  In: Pervasive and Mobile Computing 40 (2017), p. 42-55
  ISSN: 1574-1192
  DOI: 10.1016/j.pmcj.2017.05.007
  URL: https://authors.elsevier.com/a/1VDaj5bwSmo0qn
  BibTeX: Download
• Groh B., Warschun F., Deininger M., Kautz T., Martindale C., Eskofier B.:
  Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors
  In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 (2017), Article No.: 53
  ISSN: 2474-9567
  DOI: 10.1145/3130918
  URL: https://www.mad.tf.fau.de/files/2017/10/2017-Groh-IMWUT-ASV.pdf
  BibTeX: Download
• Hannink J., Gaßner H., Winkler J., Eskofier B., Klucken J.:
  Inertial sensor-based estimation of peak accelerations during heel-strike and loading as markers of impaired gait patterns in PD patients
  10. Deutscher Kongress für Parkinson und andere Bewegungsstörungen (Baden-Baden, Germany, 4. May 2017 - 6. May 2017)
  DOI: 10.1016/j.baga.2017.02.002
  BibTeX: Download
• Hannink J., Kautz T., Pasluosta CF., Gaßmann KG., Klucken J., Eskofier B.:
  Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks.
  In: IEEE Journal of Biomedical and Health Informatics 21 (2017), p. 85--93
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2016.2636456
  URL: https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Sensor-Based-Gait-Parameter-Extraction-With-Deep-Convolutional-Neural-Networks.pdf
  BibTeX: Download
• Hannink J., Kluge F., Gaßner H., Klucken J., Eskofier B.:
  Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests
  In: 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2017, p. 129-132
  DOI: 10.1109/BSN.2017.7936024
  URL: http://ieeexplore.ieee.org/document/7936024/
  BibTeX: Download
• Hannink J., Ollenschläger M., Kluge F., Roth N., Klucken J., Eskofier B.:
  Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis.
  In: Sensors 17 (2017)
  ISSN: 1424-8220
  DOI: 10.3390/s17091940
  BibTeX: Download
• Kautz T., Eskofier B., Pasluosta CF.:
  Generic performance measure for multiclass-classifiers
  In: Pattern Recognition 68 (2017), p. 111 - 125
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2017.03.008
  BibTeX: Download
• Kautz T., Groh B., Hannink J., Jensen U., Strubberg H., Eskofier B.:
  Activity recognition in beach volleyball using a Deep Convolutional Neural Network
  In: Data Mining and Knowledge Discovery 31 (2017), p. 1678–1705
  ISSN: 1573-756X
  DOI: 10.1007/s10618-017-0495-0
  BibTeX: Download
• Kluge F., Eskofier B.:
  Letter to the Editor regarding "Gait recording with inertial sensors - How to determine initial and terminal contact" by Bötzel and colleagues.
  In: Journal of Biomechanics 52 (2017), p. 183-184
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2016.07.043
  BibTeX: Download
• Kluge F., Eskofier B.:
  Letter to the Editor regarding “Gait recording with inertial sensors – How to determine initial and terminal contact”
  In: Journal of Biomechanics (2017), p. 183-184
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2016.07.043
  BibTeX: Download
• Kluge F., Gaßner H., Hannink J., Pasluosta CF., Klucken J., Eskofier B.:
  Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters
  In: Sensors 17 (2017), p. 1522
  ISSN: 1424-8220
  DOI: 10.3390/s17071522
  BibTeX: Download
• Kluge F., Krinner S., Lochmann M., Eskofier B.:
  Speed dependent effects of laterally wedged insoles on gait biomechanics in healthy subjects
  In: Gait & Posture 55 (2017), p. 145-149
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2017.04.012
  URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2017_gp_proof.pdf
  BibTeX: Download
• Knorz S., Kluge F., Gelse K., Schulz-Drost S., Hotfiel T., Lochmann M., Eskofier B., Krinner S.:
  Three-Dimensional Biomechanical Analysis of Rearfoot and Forefoot Running
  In: Orthopaedic Journal of Sports Medicine 5 (2017), Article No.: 232596711771906
  ISSN: 2325-9671
  DOI: 10.1177/2325967117719065
  BibTeX: Download
• Leutheuser H., Heyde C., Röcker K., Gollhofer A., Eskofier B.:
  Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise
  In: IEEE Transactions on Biomedical Engineering (2017)
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2017.2675941
  BibTeX: Download
• Leutheuser H., Lang N., Gradl-Trautvetter S., Struck M., Tobola A., Hofmann C., Anneken L., Eskofier B.:
  Textile Integrated Wearable Technologies for Sports and Medical Applications
  In: Stefan Schneegass, Oliver Amft (ed.): Smart Textiles, 2017, p. 359-382 (Human–Computer Interaction Series)
  ISBN: 978-3-319-50124-6
  BibTeX: Download
• Maier J., Black M., Bonaretti S., Bier B., Eskofier B., Choi JH., Levenston M., Gold G., Fahrig R., Maier A.:
  Comparison of Different Approaches for Measuring Tibial Cartilage Thickness
  In: Journal of integrative bioinformatics 14 (2017)
  ISSN: 1613-4516
  DOI: 10.1515/jib-2017-0015
  BibTeX: Download
• Maier T., Kamm L.:
  Moisture Sensor for Gravitation Dependent Plant Watering
  68th International Astronautical Conference (IAC) (Adelaide, Australia, 25. September 2017 - 29. September 2017)
  URL: https://www.researchgate.net/publication/319939522_Moisture_sensor_for_gravitation_dependent_plant_watering
  BibTeX: Download
• Martindale C., Heymans S., Suler A., Antonios P., Dickinson R., Choi J.:
  Simultaneous Ultrasound Therapy and Monitoring of Microbubble-Seeded Acoustic Cavitation Using a Single-Element Transducer
  In: IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control 64 (2017), p. 1234 - 1244
  ISSN: 0885-3010
  DOI: 10.1109/TUFFC.2017.2718513
  BibTeX: Download
• Martindale C., Hönig FT., Strohrmann C., Eskofier B.:
  Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models
  In: Sensors 17 (2017)
  ISSN: 1424-8220
  DOI: 10.3390/s17102328
  URL: http://www.mdpi.com/1424-8220/17/10/2328
  BibTeX: Download
• Martindale C., Strauss M., Gaßner H., List J., Müller M., Klucken J., Kohl Z., Eskofier B.:
  Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia
  Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE (Jeju Island, South Korea, 11. July 2017 - 15. July 2017)
  In: Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE 2017
  DOI: 10.1109/EMBC.2017.8037062
  URL: https://www.mad.tf.fau.de/files/2018/09/embc2017_martindale.pdf
  BibTeX: Download
• Morgner P., Müller C., Ring M., Eskofier B., Riess C., Armknecht F., Benenson Z.:
  Privacy Implications of Room Climate Data
  In: Proceedings of the 22nd European Symposium on Research in Computer Security (ESORICS 2017) 2017
  DOI: 10.1007/978-3-319-66399-9_18
  URL: https://faui1-files.cs.fau.de/filepool/publications/esorics2017_privacy_room_climate.pdf
  BibTeX: Download
• Nitschke M., Jian T., Bayer S., Ren Q., Maier A.:
  SIFT Key-Points for Lung Tumor Detection in PET/CT Images
  Medical Image Understanding and Analysis (MIUA) (Edinburgh)
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Nitschke17-SKF-talk.pdf
  BibTeX: Download
• Pasluosta CF., Steib S., Klamroth S., Gaßner H., Goßler J., Hannink J., Von Tscharner V., Pfeifer K., Winkler J., Klucken J., Eskofier B.:
  Acute Neuromuscular Adaptations in the Postural Control of Patients with Parkinson’s disease after Perturbed Walking
  In: Frontiers in Aging Neuroscience 9 (2017), p. 316
  ISSN: 1663-4365
  DOI: 10.3389/fnagi.2017.00316
  URL: https://www.frontiersin.org/articles/10.3389/fnagi.2017.00316/full
  BibTeX: Download
• Rico Olarte C.:
  User Experience Evaluation Methods in Games for Children with Cognitive Disabilities: A Systematic Review
  BibTeX: Download
• Rico Olarte C.:
  User experience evaluations in rehabilitation video games for children: a systematic mapping of the literature
  BibTeX: Download
• Rico Olarte C., López DM., Narvaez S., Farinango CD., Pharow PS.:
  HapHop-Physio: a computer game to support cognitive therapies in children
  In: Psychology Research and Behavior Management 10 (2017), p. 209–217
  ISSN: 1179-1578
  DOI: 10.2147/PRBM.S130998
  BibTeX: Download
• Ring M., Lohmueller C., Rauh M., Mester J., Eskofier B.:
  Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise
  In: IEEE Journal of Biomedical and Health Informatics 21 (2017), p. 1306-1314
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2016.2598854
  BibTeX: Download
• Schlachetzki J., Barth J., Marxreiter F., Goßler J., Kohl Z., Reinfelder S., Gaßner H., Aminian K., Eskofier B., Winkler J., Klucken J.:
  Wearable sensors objectively measure gait parameters in Parkinson's disease
  In: PLoS ONE 12 (2017)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0183989
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
  Laufbandtraining mit Perturbation verbessert Gang- und Gleichgewichtskontrolle bein Parkinsonpatienten: Eine randomisiert-kontrollierte Pilotstudie
  In: Schwirtz, A., Mess, F., Demetriou, Y. & Senner, V. (Hrsg.) (ed.): Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München, Hamburg: Feldhaus, 2017, p. 263
  ISBN: 978-3-88020-655-7
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Pasluosta CF., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
  Perturbation during treadmill training improves dynamic balance and gait in Parkinson’s disease: A single-blind randomized controlled pilot trial
  In: Neurorehabilitation and Neural Repair 31 (2017), p. 758-768
  ISSN: 1545-9683
  DOI: 10.1177/1545968317721976
  URL: http://journals.sagepub.com/doi/abs/10.1177/1545968317721976?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub=pubmed
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Sportler mit Sprunggelenksinstabilität weisen im Vergleich zu Copern keine Veränderungen der Sprunggelenkskinematik beim Laufen auf
  In: Schwirtz, A., Mess, F., Demetriou, Y. & Senner, V. (Hrsg.) (ed.): Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München, Hamburg: Feldhaus, 2017, p. 206
  ISBN: 978-3-88020-655-7
  BibTeX: Download
• Witchel HJ., Needham R., Healy A., Guppy JH., Bush J., Oberndorfer C., Herberz C., Westling CE., Kim D., Roggen D., Barth J., Eskofier B., Rashid W., Chockalingam N., Klucken J.:
  Using wearable inertial sensors to compare different versions of the dual task paradigm during walking
  35th Annual Conference of the European Association of Cognitive Ergonomics, ECCE 2017 (Umea, 20. September 2017 - 22. September 2017)
  In: ACM International Conference Proceeding Series 2017
  DOI: 10.1145/3121283.3121285
  BibTeX: Download
• Zanca D., Gori M.:
  Variational laws of visual attention for dynamic scenes
  31st Annual Conference on Neural Information Processing Systems, NIPS 2017
  In: 31st Annual Conference on Neural Information Processing Systems, NIPS 2017 2017
  URL: https://papers.nips.cc/paper/2017/file/194cf6c2de8e00c05fcf16c498adc7bf-Paper.pdf
  BibTeX: Download
• da Rosa Righi R., Andre da Costa C., Facco Rodrigues V., Cunha L.:
  On providing on-the-fly resizing of the elasticity grain when executing HPC applications in the cloud
  In: International Journal of Computational Science and Engineering (2017), p. 1-18
  ISSN: 1742-7185
  DOI: 10.1504/ijcse.2017.10013365
  BibTeX: Download
• da Rosa Righi R., Facco Rodrigues V., Andre da Costa C., de Quadros Gomes R.:
  Exploiting Data-Parallelism on Multicore and SMT Systems for Implementing the Fractal Image Compressing Problem
  In: Computer and Information Science (2017), p. 34-47
  ISSN: 1913-8989
  DOI: 10.5539/cis.v10n1p34
  BibTeX: Download

2016

• Behringer M., Jedlicka D., McCourt M., Ring M., Mester J.:
  Effects of lymphatic drainage and local cryo exposition regeneration after high-intensive exercises
  In: Muscle, Ligaments and Tendons Journal 6 (2016), p. 228-235
  ISSN: 2240-4554
  DOI: 10.11138/mltj/2016.6.2.228
  BibTeX: Download
• Blank P., Hofmann S., Kulessa M., Eskofier B.:
  miPod 2: a new hardware platform for embedded real-time processing in sports and fitness applications
  The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, Deutschland, 12. September 2016 - 16. September 2016)
  In: Proceedings of the 2016 ACM International Symposium on Wearable Computers 2016
  DOI: 10.1145/2968219.2968571
  BibTeX: Download
• Blank P., Kautz T., Eskofier B.:
  Ball impact localization on table tennis rackets using piezo-electric sensors
  The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, Deutschland, 12. September 2016 - 16. September 2016)
  In: Proceedings of the 2016 ACM International Symposium on Wearable Computers 2016
  DOI: 10.1145/2971763.2971778
  BibTeX: Download
• Núñez-Nava, Orozco-Sánchez, López, Ceron, Alvarez-Rosero:
  Human-Centered Development of an Online Social Network for Metabolic Syndrome Management.
  BibTeX: Download
• Ceron, Lopez:
  Towards a Personal Health Record System for the Assesment and Monitoring of Sedentary Behavior in Indoor Locations.
  BibTeX: Download
• Christian J., Kluge F., Eskofier B., Schwameder H.:
  Comparison of different marker sets for marker trajectory based classification of simulated gait impairments
  21st Annu. Congr. Eur. Coll. Sport Sci. 2016 (Wien)
  DOI: 10.5430/jbei.v3n1p10
  BibTeX: Download
• Dorschky E., Kurfess N., Krüger D., Schlarb H., Eskofier B., van den Bogert AJ.:
  Predicting the Effects of Midsole Materials on Running Using Optimal Control Simulation
  Dynamic Walking 2016 (Holly, Michigan, 4. June 2016 - 7. June 2016)
  BibTeX: Download
• Duits R., Janssen MHJ., Hannink J., Sanguinetti GR.:
  Locally Adaptive Frames in the Roto-Translation Group and Their Applications in Medical Imaging
  In: Journal of Mathematical Imaging and Vision (2016), p. 1-36
  ISSN: 1573-7683
  DOI: 10.1007/s10851-016-0641-0
  BibTeX: Download
• Eskofier B., Lee SI., Daneault JF., Golabchi FN., Ferreira-Carvalho G., Vergara-Diaz G., Sapienza S., Costante G., Klucken J., Kautz T., Bonato P.:
  Recent Machine Learning Advancements in Sensor-Based Mobility Analysis: Deep Learning for Parkinson’s Disease Assessment
  Proceedings of the 38th IEEE Engineering in Medicine and Biology Society Conference (EMBC 2016) (Orlando, USA, 16. August 2016 - 20. August 2016)
  In: Proceedings of the 38th IEEE Engineering in Medicine and Biology Society Conference (EMBC 2016) 2016
  BibTeX: Download
• Facco Rodrigues V., Rostirolla G., da Rosa Righi R., Andre da Costa C., Victória Barbosa JL.:
  Impact of Thresholds and Load Patterns when Executing HPC Applications with Cloud Elasticity
  In: CLEI Electronic Journal (2016), p. 1-22
  ISSN: 0717-5000
  DOI: 10.19153/cleiej.19.1.1
  BibTeX: Download
• Gaßner H., Schlachetzki J., Marxreiter F., Kohl Z., Barth J., Goßler J., Reinfelder S., Pasluosta CF., Winkler J., Eskofier B., Klucken J.:
  Wearable sensors provide objective gait parameters correlating to clinical scores in Parkinson’s disease
  89th Congress of the Deutschen Gesellschaft für Neurologie mit Fortbildungsakademie (DGN) (Mannheim)
  In: 89th Congress of the Deutschen Gesellschaft für Neurologie mit Fortbildungsakademie (DGN) 2016
  BibTeX: Download
• Gradl S., Altini M., Grieten L., Eskofier B., Geusens N., Mullan P., Penders J., Rooijakkers M.:
  Detection of Fetal Kicks Using Body-Worn Accelerometers During Pregnancy: Trade-offs Between Sensors Number and Positioning
  Proceedings of the 38th IEEE Engineering in Medicine and Biology Society Conference (EMBC 2016) (Orlando, USA, 16. August 2016 - 20. August 2016)
  In: IEEE Engineering in Medicine and Biology Society (ed.): Proceedings of the 38th IEEE Engineering in Medicine and Biology Society Conference (EMBC 2016), Orlando, USA: 2016
  BibTeX: Download
• Gradl S., Eskofier B., Eskofier D., Mutschler C., Otto S.:
  Virtual and augmented reality in sports-an overview and acceptance study
  2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16) (Heidelberg, 12. September 2016 - 16. September 2016)
  In: Proc. of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16) 2016
  DOI: 10.1145/2968219.2968572
  BibTeX: Download
• Groh B., Flaschka J., Wirth M., Kautz T., Fleckenstein M., Eskofier B.:
  Wearable Real-Time Skateboard Trick Visualization and Its Community Perception
  In: IEEE Computer Graphics and Applications 36 (2016), p. 12 - 18
  ISSN: 0272-1716
  DOI: 10.1109/MCG.2016.95
  BibTeX: Download
• Groh B., Fleckenstein M., Eskofier B., Groh B., Fleckenstein M., Eskofier B.:
  Wearable Trick Classification in Freestyle Snowboarding
  IEEE EMBS 13th Annual International Body Sensor Networks Conference (San Francisco, CA, USA, 14. June 2016 - 17. June 2016)
  In: IEEE EMBS 13th Annual International Body Sensor Networks Conference 2016
  DOI: 10.1109/BSN.2016.7516238
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Groh-BSN-WTC.pdf
  BibTeX: Download
• Haji Ghassemi N., Marxreiter F., Pasluosta CF., Schlachetzki J., Schramm A., Eskofier B., Klucken J.:
  Combined Accelerometer and EMG Analysis to Differentiate Essential Tremor from Parkinson’s Disease
  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society EMBC'16 (Orlando)
  In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society EMBC'16 2016
  BibTeX: Download
• Heinzerling L., Kirchberger MC., Walter L., Schuler G.:
  Predicting the response to anti-PD1 therapy in metastatic melanoma
  In: TRANSLATIONAL CANCER RESEARCH 5 (2016), p. S576-S579
  ISSN: 2218-676X
  DOI: 10.21037/tcr.2016.09.40
  BibTeX: Download
  (anderer)
• Jensen U., Blank P., Kugler P., Eskofier B.:
  Unobtrusive and Energy-Efficient Swimming Exercise Tracking Using On-Node Processing
  In: IEEE Sensors Journal 16 (2016), p. 3972-3980
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2016.2530019
  BibTeX: Download
• Jensen U., Kugler P., Ring M., Eskofier B.:
  Approaching the accuracy-cost conflict in embedded classification system design
  In: Pattern Analysis and Applications 19 (2016), p. 839-855
  ISSN: 1433-7541
  DOI: 10.1007/s10044-015-0503-1
  BibTeX: Download
• Kanzler CM., Barth J., Klucken J., Eskofier B.:
  Inertial Sensor based Gait Analysis Discriminates Subjects with and without Visual Impairment Caused by Simulated Macular Degeneration
  IEEE Engineering in Medicine and Biology Society Conference (Orlando, USA, 16. August 2016 - 20. August 2016)
  In: Proceedings of the 38th IEEE Engineering in Medicine and Biology Society Conference 2016
  BibTeX: Download
• Kautz T., Groh B., Eskofier B.:
  Augmented Motion Models for Constrained Position Tracking with Kalman Filters
  19th International Conference on Information Fusion (FUSION 2016) (Heidelberg, Germany, 5. July 2016 - 8. July 2016)
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Kautz-FUSION-AMM.pdf
  BibTeX: Download
• Kirchner J., Roth N., Meyer A., Fischer G.:
  ECG Measurement by Use of Passive Capacitively Coupled Electrodes
  IEEE Sensors (Orlando, FL, 30. October 2016 - 2. November 2016)
  In: Proc. IEEE Sensors Conf. 2016
  DOI: 10.1109/ICSENS.2016.7808736
  BibTeX: Download
• Klamroth S., Steib S., Gaßner H., Goßler J., Winkler J., Eskofier B., Klucken J., Pfeifer K.:
  Immediate effects of perturbation treadmill training on gait and postural control in patients with Parkinson’s disease
  In: Gait & Posture 50 (2016), p. 102-108
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2016.08.020
  BibTeX: Download
• Kluge F., Pasluosta CF., Gaßner H., Klucken J., Eskofier B.:
  MotionLab@Home: Complementary Measurement of Gait Characteristics Using Wearable Technology and Markerless Video Tracking - A Study Protocol
  In: Advanced Engineering Forum 19 (2016), p. 149-155
  ISSN: 2234-9898
  DOI: 10.4028/www.scientific.net/AEF.19.149
  BibTeX: Download
• Knorz S., Krinner S., Kluge F., Lochmann M., Hennig F., Gelse K.:
  Natural Running: Biomechanischer Vergleich von Vorfuß- und Rückfußlauf
  German Congress of Orthopaedics and Traumatology (DKOU 2016) (Berlin, 25. October 2016 - 28. October 2016)
  DOI: 10.3205/16dkou721
  BibTeX: Download
• Koelewijn A., van den Bogert AJ.:
  Joint contact forces can be reduced by improving joint moment symmetry in below-knee amputee gait simulations
  In: Gait & Posture 49 (2016), p. 219 - 225
  ISSN: 0966-6362
  URL: https://www.sciencedirect.com/science/article/abs/pii/S0966636216301448
  BibTeX: Download
• Kreutzer P., Dotzler G., Ring M., Eskofier B., Philippsen M.:
  Automatic clustering of code changes
  13th International Conference on Mining Software Repositories (MSR 2016) (Austin, TX, USA, 14. May 2016 - 15. May 2016)
  In: Proceedings of the 13th International Conference on Mining Software Repositories (MSR'16) 2016
  DOI: 10.1145/2901739.2901749
  URL: http://dl.acm.org/citation.cfm?id=2901749
  BibTeX: Download
• Leutheuser H., Gradl S., Anneken L., Lang N., Achenbach S., Eskofier B., Arnold M.:
  Instantaneous P-and T-wave detection: Assessment of three ECG fiducial points detection algorithms
  2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (University of California, San Francisco (UCSF) Mission Bay Conference CenterSan Francisco; United States, 14. June 2016 - 17. June 2016)
  In: 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
  BibTeX: Download
• Lochmann M., Czyz T., Völker M., Poimann D., Witt N. (ed.):
  Technologiegestützte Analyse von Passdynamik, Passpräzision und Ballverarbeitungsdauer
  Frankfurt: 2016
  BibTeX: Download
• Maier T., Kamm L.:
  Capacitive Soil Moisture Sensor for Plant Watering
  European Geosciences Union (EGU) 2016 General Assembly (Wien, Österreich, 17. April 2016 - 22. April 2016)
  URL: https://meetingorganizer.copernicus.org/EGU2016/EGU2016-13805.pdf?pdf/https://meetingorganizer.copernicus.org/EGU2016/EGU2016-13805.pdf?pdf
  BibTeX: Download
• Martindale C., Wirth M., Schneegas S., Zrenner M., Groh B., Blank P., Schuldhaus D., Kautz T., Eskofier B.:
  Workshop on wearables for sports
  2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, 12. September 2016 - 16. September 2016)
  In: 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing 2016
  DOI: 10.1145/2968219.2968583
  BibTeX: Download
• Pasluosta CF., Steib S., Klamroth S., Gaßner H., Hannink J., Von Tscharner V., Pfeifer K., Winkler J., Klucken J., Eskofier B.:
  Motor Output Complexity in Parkinson's disease Patients during Acute Treadmill Intervention
  International Symposium on the Neuromechanics of Human Movement (Heidelberg)
  BibTeX: Download
• Ploner S., Moult EM., Choi W., Waheed NK., Lee B., Novais EA., Cole ED., Potsaid B., Husvogt L., Schottenhamml J., Maier A., Rosenfeld P., Duker JS., Hornegger J., Fujimoto JG.:
  Toward Quantitative Optical Coherence Tomography Angiography: Visualizing Blood Flow Speeds in Ocular Pathology Using Variable Interscan Time Analysis
  In: Retina (Philadelphia, Pa.) 32 (2016), p. S118-S126
  ISSN: 1539-2864
  DOI: 10.1097/IAE.0000000000001328
  BibTeX: Download
• Proske J., Walter L., Bumes E., Hutterer M., Vollmann-Zwerenz A., Eyüpoglu IY., Savaskan NE., Seliger C., Hau P., Uhl M., Walter L.:
  Adaptive Immune Response to and Survival Effect of Temozolomide- and Valproic Acid-induced Autophagy in Glioblastoma
  In: Anticancer Research 36 (2016), p. 899-905
  ISSN: 0250-7005
  BibTeX: Download
• Reymann M., Dorschky E., Groh B., Martindale C., Blank P., Eskofier B.:
  Blood glucose level prediction based on support vector regression using mobile platforms
  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, Florida, USA, 16. August 2016 - 19. August 2016)
  In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016
  DOI: 10.1109/EMBC.2016.7591358
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Reymann-EMBC-BGL.pdf
  BibTeX: Download
• Richer R., Groh B., Blank P., Dorschky E., Martindale C., Klucken J., Eskofier B.:
  Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation
  2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (San Francisco, CA, 14. June 2016 - 17. June 2016)
  In: IEEE (ed.): 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
  DOI: 10.1109/BSN.2016.7516257
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf
  BibTeX: Download
• Rico Olarte C.:
  Framework for data model to personalized health systems
  BibTeX: Download
• Ring M., Eskofier B.:
  An approximation of the Gaussian RBF kernel for efficient classification with SVMs
  In: Pattern Recognition Letters 84 (2016), p. 107–113
  ISSN: 0167-8655
  DOI: 10.1016/j.patrec.2016.08.013
  BibTeX: Download
• Ring M., Lohmüller C., Rauh M., Mester J., Eskofier B.:
  A Temperature-Based Bioimpedance Correction for Water Loss Estimation During Sports
  In: IEEE Journal of Biomedical and Health Informatics 20 (2016), p. 1477-1484
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2015.2466076
  BibTeX: Download
• Saffoury R., Blank P., Seßner J., Groh B., Martindale C., Dorschky E., Franke J., Eskofier B.:
  Blind Path Obstacle Detector using Smartphone Camera and Line Laser Emitter
  International Conference on Technology and Innovation in Sports, Health and Wellbeing (TISHW) (Vila Real, Portugal, 1. December 2016 - 3. December 2016)
  DOI: 10.1109/TISHW.2016.7847770
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Saffoury-BPO.pdf
  BibTeX: Download
• Schottenhamml J., Moult EM., Ploner S., Lee B., Novais EA., Cole ED., Dang S., Lu CD., Husvogt L., Waheed NK., Duker JS., Hornegger J., Fujimoto JG.:
  An Automatic, Intercapillary Area-based Algorithm for Quantifying Diabetes-related Capillary Dropout Using Optical Coherence Tomography Angiography
  In: Retina (Philadelphia, Pa.) 36 (2016), p. S93-S101
  ISSN: 1539-2864
  DOI: 10.1097/IAE.0000000000001288
  URL: https://www.ncbi.nlm.nih.gov/pubmed/28005667
  BibTeX: Download
• Schroeder L., Wetzl J., Maier A., Lauer L., Bollenbeck J., Fenchel M., Speier P.:
  A Novel Method for Contact-Free Cardiac Synchronization Using the Pilot Tone Navigator
  24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
  In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schroeder16-ANM.pdf
  BibTeX: Download
• Schroeder L., Wetzl J., Maier A., Rehner R., Fenchel M., Speier P.:
  Two-Dimensional Respiratory-Motion Characterization for Continuous MR Measurements Using Pilot Tone Navigation
  24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
  In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schroeder16-TRC.pdf
  BibTeX: Download
• Schuldhaus D., Jakob C., Zwick C., Koerger H., Eskofier B.:
  Your Personal Movie Producer: Generating Highlight Videos in Soccer Using Wearables
  International Symposium on Wearable Computers (ISWC '16) (Heidelberg, 12. September 2016 - 16. September 2016)
  In: Proceedings of the 2016 ACM International Symposium on Wearable Computers, New York, NY, USA: 2016
  DOI: 10.1145/2971763.2971772
  BibTeX: Download
• Shi L., Berger M., Bier B., Söll C., Röber J., Fahrig R., Eskofier B., Maier A., Maier J.:
  Analog Non-Linear Transformation-Based Tone Mapping for Image Enhancement in C-arm CT
  IEEE Medical Imaging Conference (MIC) (Strasbourg, France)
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Goßler J., Eskofier B., Winkler J., Klucken J., Pfeifer K.:
  Acute effects of perturbation treadmill training on gait and postural control in patients with Parkinson’s disease
  21st Annual Congress of the European College of Sport Science (ECSS) (Wien, 6. July 2016 - 9. July 2016)
  In: Baca A (ed.): Crossing borders through sport science. ECSS - Book of Abstracts 2016
  BibTeX: Download
• Steib S., Klamroth S., Gaßner H., Goßler J., Winkler J., Eskofier B., Klucken J., Pfeifer K.:
  Perturbation Treadmill Training – Introducing Postural Challenge and Practice Variability in Gait Rehabilitation of Parkinson’s Patients
  11th joint dvs Conference on Motor Control & Learning, Biomechanics & Training (Darmstadt, 28. September 2016 - 30. September 2016)
  In: Wiemeyer J, Seyfarth, A (ed.): Human Movement and Technology, Aachen: 2016
  BibTeX: Download
• Ter Haar Romeny BM., Bekkers EJ., Zhang J., Abbasi-Sureshjani S., Huang F., Duits R., Dashtbozorg B., Berendschot TTJM., Smit-Ockeloen I., Eppenhof KAJ., Feng J., Hannink J., Schouten J., Tong M., Wu H., van Triest HW., Zhu S., Chen D., He W., Xu L., Han P., Kang Y.:
  Brain-inspired algorithms for retinal image analysis
  In: Machine Vision and Applications (2016), p. 1-19
  ISSN: 1432-1769
  DOI: 10.1007/s00138-016-0771-9
  BibTeX: Download
• Tobola A., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
  Battery Runtime Optimization Toolbox for Wearable Biomedical Sensors
  13th International Conference on Wearable and Implantable Body Sensor Networks BSN (San Fransisco, CA, 14. June 2016 - 17. June 2016)
  In: 13th International Conference on Wearable and Implantable Body Sensor Networks BSN 2016
  DOI: 10.1109/BSN.2016.7516259
  URL: http://ieeexplore.ieee.org/document/7516259/
  BibTeX: Download
• Velloso E., Wirth M., Weichel C., Esteves A., Gellersen H.:
  AmbiGaze: Direct Control of Ambient Devices by Gaze
  The 2016 ACM Conference on Designing Interactive Systems (Brisbane, 4. June 2016 - 8. June 2016)
  In: ACM New York (ed.): Proceedings of the 2016 ACM Conference on Designing Interactive Systems, New York: 2016
  DOI: 10.1145/2901790.2901867
  URL: http://dl.acm.org/citation.cfm?doid=2901790.2901867
  BibTeX: Download
• Wetzl J., Schroeder L., Forman C., Lugauer F., Rehner R., Fenchel M., Maier A., Hornegger J., Speier P.:
  Feasibility Study: Free-Breathing 3-D CINE Imaging with Respiratory Gating Based on Pilot Tone Navigation
  24th Annual Meeting of the ISMRM (ISMRM 2016) (Singapur)
  In: Proceedings of the 24th Annual Meeting of the ISMRM (ISMRM 2016) 2016
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wetzl16-FSF.pdf
  BibTeX: Download
• Witt N., Völker M., Eskofier B.:
  Detection of Single Ball Contacts using a Radio-based Tracking System - A Basis for Technical Performance Analysis
  International Congress on Sports Sciences Research and Technoloy Support (Porto, 7. November 2016 - 9. November 2016)
  In: SCITEPRESS (ed.): icSports 2016 2016
  BibTeX: Download
• Zagel C., Herpich S., Eskofier B., Bodendorf F.:
  Improving UX and Productivity through TUIs in Work Environments
  Mensch und Computer 2016, MuC 2016 - Tagungsband - Human and Computer 2016, MuC 2016 - Conference Proceedings (Aachen, 4. September 2016 - 7. September 2016)
  In: Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI) 2016
  DOI: 10.18420/muc2016-mci-0228
  BibTeX: Download
• Zhou B., Wirth M., Koerger H., Zwick C., Martindale C., Cruz H., Eskofier B., Lukowicz P.:
  Smart soccer shoe: monitoring foot-ball interaction with shoe integrated textile pressure sensor matrix
  The 20th International Conference on Symposium on Wearable Computers (Heidelberg, 14. September 2016 - 16. September 2016)
  In: The 20th International Conference on Symposium on Wearable Computers 2016
  DOI: 10.1145/2971763.2971784
  BibTeX: Download
• da Rosa Righi R., Andre da Costa C., Facco Rodrigues V., Rostirolla G.:
  Joint-analysis of performance and energy consumption when enabling cloud elasticity for synchronous HPC applications
  In: Concurrency and Computation-Practice & Experience 28 (2016), p. 1548-1571
  ISSN: 1532-0626
  DOI: 10.1002/cpe.3710
  BibTeX: Download
• da Rosa Righi R., Facco Rodrigues V., Andre da Costa C., Galante G., Erpen de Bona LC., Ferreto T.:
  AutoElastic: Automatic Resource Elasticity for High Performance Applications in the Cloud
  In: IEEE Transactions on Cloud Computing 4 (2016), p. 6-19
  ISSN: 2168-7161
  DOI: 10.1109/TCC.2015.2424876
  BibTeX: Download
• da Rosa Righi R., Magalhaes Guerreiro V., Rostirolla G., Facco Rodrigues V., Andre da Costa C., Chiwiacowsky L.:
  Using computational geometry to improve process rescheduling on round-based parallel applications
  In: Scalable Computing : Practice and Experience 17 (2016), p. 13-32
  ISSN: 1895-1767
  DOI: 10.12694/scpe.v17i1.1147
  BibTeX: Download

2015

• Barth J., Oberndorfer C., Pasluosta CF., Schülein S., Gaßner H., Reinfelder S., Kugler P., Schuldhaus D., Winkler J., Klucken J., Eskofier B.:
  Stride Segmentation During Free Walk Movements Using Multi-dimensional Subsequence Dynamic Time Warping on Inertial Sensor Data
  In: Sensors 15 (2015), p. 6419-6440
  ISSN: 1424-8220
  DOI: 10.3390/s150306419
  BibTeX: Download
• Blank P., Hoßbach J., Schuldhaus D., Eskofier B.:
  Sensor-based stroke detection and stroke type classification in table tennis
  The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Osaka, 7. September 2015 - 11. September 2015)
  In: Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
  DOI: 10.1145/2802083.2802087
  BibTeX: Download
• Cibis T., Groh B., Gatermann H., Leutheuser H., Eskofier B.:
  Wearable Real-Time ECG Monitoring with Emergency Alert System for Scuba Diving
  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, Italy, 25. August 2015 - 29. August 2015)
  In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2015
  DOI: 10.1109/EMBC.2015.7319777
  URL: https://www.mad.tf.fau.de/files/2017/06/2015-Cibis-EMBC-WRE.pdf
  BibTeX: Download
• Dorschky E., Schuldhaus D., Koerger H., Eskofier B.:
  A framework for early event detection for wearable systems
  International Symposium on Wearable Computers (Osaka)
  In: Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
  BibTeX: Download
• Dorschky E., van den Bogert AJ., Schlarb H., Eskofier B.:
  Predictive Musculoskeletal Simulation of Uphill and Downhill Running
  20th Annual Congress of the European College of Sport Science (Malmö - Schweden, 24. June 2015 - 27. June 2015)
  In: Book of Abstracts of the 20th Annual Congress of the European College of Sport Science 2015
  BibTeX: Download
• Eischer M., Blank P., Danzer A., Hauck A., Hoffmann M., Reck B., Eskofier B.:
  ER-Force Extended Team Description Paper for Robocup 2015
  RoboCup International Symposium (RoboCup 2015) (Hefei, China)
  In: Robot Soccer World Cup XIX Proceedings 2015
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Eischer15-EET.pdf
  BibTeX: Download
• Eskofier B., Gupta S., Lane ND., Lee Y., Noma H., Ohmura R., Roggen D., Siio I.:
  Welcome message from the UbiComp/ISWC adjunct chairs
  ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers, UbiComp and ISWC 2015 (Osaka, 7. September 2015 - 11. September 2015)
  In: UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
  BibTeX: Download
• Facco Rodrigues V., Rostirolla G., da Rosa Righi R., Andre da Costa C., Victória Barbosa JL.:
  Cloud Elasticity for HPC Applications: Observing Energy, Performance and Cost
  DOI: 10.1109/CLEI.2015.7359987
  BibTeX: Download
• Full K., Leutheuser H., Schlessmann J., Armitage R., Eskofier B.:
  Comparative Study on Classifying Gait With a Single Trunk-Mounted Inertial-Magnetic Measurement Unit
  12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
  In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
  DOI: 10.1109/BSN.2015.7299375
  BibTeX: Download
• Gradl S., Leutheuser H., Elgendi M., Lang N., Eskofier B.:
  Temporal correction of detected R-peaks in ECG signals: A crucial step to improve QRS detection algorithms
  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (Mailand)
  DOI: 10.1109/EMBC.2015.7318414
  BibTeX: Download
• Groh B., Cibis T., Schill RO., Eskofier B.:
  IMU-based pose determination of scuba divers' bodies and shanks
  12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA)
  In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
  DOI: 10.1