Publications
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 )https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf Download Albert T. , Eskofier B. Zanca D. From patches to objects: exploiting spatial reasoning for better visual representations Discover Applied Sciences 6 2024 ), Article No.: 232 ISSN: 3004-9261 10.1007/s42452-024-05894-2 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 IEEE Open Journal of Engineering in Medicine and Biology 2024 ), p. 1-10 ISSN: 2644-1276 10.1109/OJEMB.2024.3420241 https://ieeexplore.ieee.org/document/10577086 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 Digital Health 10 2024 )ISSN: 2055-2076 10.1177/20552076241234627 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 )10.1109/IJCNN60899.2024.10650421 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421 Download Dumbach P. Adoption of Artificial Intelligence in Industry and Politics: An Analysis Based on Web Mining and Case Studies across Diverse Data Sources 2024 )https://open.fau.de/handle/openfau/31160 Download Eskofier B. Vossiek M. :Invisible Sensing: Radar-based Biomonitoring IEEE Open Journal of Engineering in Medicine and Biology 2024 ), p. 1-2 ISSN: 2644-1276 10.1109/OJEMB.2024.3409086 Download Foltyn A. , Deuschel J. , Lang-Richter NR. , Holzer N. , Oppelt M. :Evaluating the robustness of multimodal task load estimation models Frontiers in Computer Science 6 2024 ), Article No.: 1371181 ISSN: 2624-9898 10.3389/fcomp.2024.1371181 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 European Journal of Neurology 2024 )ISSN: 1351-5101 10.1111/ene.16367 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 Physiological Measurement 2024 )ISSN: 0967-3334 10.1088/1361-6579/ad4952 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 Scientific Reports 14 2024 ), Article No.: 1754 ISSN: 2045-2322 10.1038/s41598-024-51766-5 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 JMIR Formative Research 8 2024 ), Article No.: e50035 ISSN: 2561-326X 10.2196/50035 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 IEEE Open Journal of Engineering in Medicine and Biology 2024 ), p. 1-22 ISSN: 2644-1276 10.1109/OJEMB.2024.3397208 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 BMC Geriatrics 24 2024 ), Article No.: 347 ISSN: 1471-2318 10.1186/s12877-024-04913-6 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 IEEE Open Journal of Engineering in Medicine and Biology 2024 ), p. 1-10 10.1109/OJEMB.2024.3356791 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 IEEE Sensors Journal 2024 ), p. 1-1 ISSN: 1530-437X 10.1109/JSEN.2024.3423374 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 https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf 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 Joule 8 2024 ), p. 1-17 ISSN: 2542-4351 10.1016/j.joule.2023.12.010 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) Journal of neuroEngineering and rehabilitation 21 2024 ), Article No.: 71 ISSN: 1743-0003 10.1186/s12984-024-01361-6 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 Scientific Reports 14 2024 ), p. 3115- ISSN: 2045-2322 10.1038/s41598-024-53640-w 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) Scientific Reports 14 2024 ), Article No.: 5426 ISSN: 2045-2322 10.1038/s41598-024-56031-3 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 10.18420/muc2024-mci-ws12-113 Download Nitschke M. Dorschky E. Leyendecker S. , Eskofier B. Koelewijn A. Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations Frontiers in Bioengineering and Biotechnology 12 2024 )ISSN: 2296-4185 10.3389/fbioe.2024.1285845 Download Ott J. , Stahlke M. Feigl T. , Mutschler C. Estimating Multipath Component Delays with Transformer Models IEEE Journal of Indoor and Seamless Positioning and Navigation 2024 ), p. 1-10 ISSN: 2832-7322 10.1109/JISPIN.2024.3422908 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 Flavour and Fragrance Journal 39 2024 ), p. 3-9 ISSN: 0882-5734 10.1002/ffj.3762 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) BMJ Open 14 2024 ), p. e081317- ISSN: 2044-6055 10.1136/bmjopen-2023-081317 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 Scientific Reports 14 2024 ), Article No.: 8251 ISSN: 2045-2322 10.1038/s41598-024-59043-1 https://www.nature.com/articles/s41598-024-59043-1 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 10.1007/978-3-031-70396-6 https://link.springer.com/book/10.1007/978-3-031-70396-6 Download Ruhland T. , Tobola A. , Scholl C. Lübke M. , Franchi N. :Data Quality in IoT Temperature Sensor Systems: Demonstrated on Time-Dependent Temperature Fluctuations IEEE Sensors Journal 2024 )ISSN: 1530-437X 10.1109/JSEN.2024.3418144 Download Schlieper P. Luft H. Klede K. Strohmeyer C. , Eskofier B. Zanca D. Enhancing unsupervised outlier model selection: A study on ireos algorithms ACM Transactions on Knowledge Discovery from Data 18 2024 ), Article No.: 178 ISSN: 1556-4681 10.1145/3653719 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 10.1007/978-3-031-63772-8_22 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 )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 Frontiers in Neuroscience 18 2024 )ISSN: 1662-4548 10.3389/fnins.2024.1393749 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 IEEE Transactions on Biomedical Engineering 2024 ), p. 1-12 ISSN: 0018-9294 10.1109/TBME.2024.3432800 Download Stahlke M. Feigl T. , Kram S. , Eskofier B. Mutschler C. Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization IEEE Journal of Indoor and Seamless Positioning and Navigation 2024 )ISSN: 2832-7322 https://ieeexplore.ieee.org/abstract/document/10526425 Download Stahlke M. George Y. , Feigl T. , Eskofier B. Mutschler C. Velocity-Based Channel Charting with Spatial Distribution Map Matching IEEE Journal of Indoor and Seamless Positioning and Navigation 2024 ), p. 1-10 ISSN: 2832-7322 10.1109/JISPIN.2024.3424768 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 Stress and Health 2024 ), Article No.: e3384 ISSN: 1532-2998 10.1002/smi.3384 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 Scandinavian journal of medicine & science in sports 34 2024 )ISSN: 0905-7188 10.1111/sms.14605 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 Frontiers in Bioengineering and Biotechnology 12 2024 )ISSN: 2296-4185 10.3389/fbioe.2024.1386874 https://www.frontiersin.org/articles/10.3389/fbioe.2024.1386874 Download 2023 Abdullahi I. Raab R. Küderle A. Eskofier B. Aligning Federated Learning with Existing Trust Structures in Health Care Systems International Journal of Environmental Research and Public Health 20 2023 ), Article No.: 5378 ISSN: 1661-7827 10.3390/ijerph20075378 https://www.mdpi.com/1660-4601/20/7/5378 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 10.1109/IJCNN54540.2023.10191724 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 IEEE Sensors Letters 7 2023 ), Article No.: 7004904 ISSN: 2475-1472 10.1109/LSENS.2023.3307122 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 10.1109/BHI58575.2023.10313506 https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf 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 IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology 2023 ), p. 1--10 ISSN: 2469-7249 10.1109/JERM.2023.3321974 https://ieeexplore.ieee.org/document/10286030 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 ERJ Open Research 9 2023 ), Article No.: 00159-2023 ISSN: 2312-0541 10.1183/23120541.00159-2023 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 The Journal of Physiology 2023 )ISSN: 0022-3751 10.1113/JP284170 Download Cerutti S. , Eskofier B. Tourassi G. :Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology IEEE Journal of Biomedical and Health Informatics 27 2023 ), p. 2656-2659 ISSN: 2168-2194 10.1109/JBHI.2023.3274977 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 The Journal of Neuroscience 43 2023 ), p. 2860-2873 ISSN: 1529-2401 10.1523/JNEUROSCI.1265-22.2023 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 Age and Ageing 52 2023 )ISSN: 0002-0729 10.1093/ageing/afac233 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 )Download Dorschky E. Optimal Control and Machine Learning in Biomechanics: Hybrid Models for Inertial Sensor-based Gait Analysis and Virtual Footwear Testing 2023 )https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21325 Download Dorschky E. Camomilla V. , Davis J. , Federolf P. , Reenalda J. , Koelewijn A. Perspective on “in the wild” movement analysis using machine learning Human movement science 87 2023 ), Article No.: 103042 ISSN: 1872-7646 10.1016/j.humov.2022.103042 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 Evolutionary Intelligence 2023 )ISSN: 1864-5909 10.1007/s12065-023-00878-4 https://link.springer.com/article/10.1007/s12065-023-00878-4 Download Dumbach P. Schwinn L. Löhr T. Elsberger T. Eskofier B. Artificial intelligence trend analysis in German business and politics: a web mining approach International Journal of Data Science and Analytics 2023 ), p. 1-22 ISSN: 2364-415X 10.1007/s41060-023-00483-9 https://link.springer.com/article/10.1007/s41060-023-00483-9 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 IEEE Open Journal of Antennas and Propagation 4 2023 ), p. 558-570 ISSN: 2637-6431 10.1109/OJAP.2023.3279090 Download Eskofier B. Klucken J. :Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine 10.1146/annurev-bioeng-110220-030247 Download Faggi L. , Betti A. , Zanca D. Melacci S. , Gori M. :Local propagation of visual stimuli in focus of attention Neurocomputing 560 2023 ), Article No.: 126775 ISSN: 0925-2312 10.1016/j.neucom.2023.126775 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 10.18420/muc2023-mci-ws14-117 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 Oncologist 2023 )ISSN: 1083-7159 10.1093/oncolo/oyad217 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 )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 10.1109/EMBC40787.2023.10340336 Download Gambietz M. Nitschke M. Miehling J. , Koelewijn A. Contributing Components of Metabolic Energy Models to Metabolic Cost Estimations in Gait IEEE Transactions on Biomedical Engineering 2023 ), p. 1-9 ISSN: 0018-9294 10.1109/TBME.2023.3331271 Download Grau E. , Andrae S. , Horn F. , Hohberger B. , Ring M. Michelson G. :Teleglaucoma Using a New Smartphone-Based Tool for Visual Field Assessment Journal of Glaucoma 32 2023 ), p. 186-194 ISSN: 1057-0829 10.1097/IJG.0000000000002153 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 Zeitschrift für Allgemeinmedizin 2023 )ISSN: 1433-6251 10.1007/s44266-023-00021-7 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 Frontiers in Ecology and Evolution 11 2023 ), Article No.: 1107463 ISSN: 2296-701X 10.3389/fevo.2023.1107463 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 International Journal of Medical Informatics 177 2023 ), Article No.: 105145 ISSN: 1386-5056 10.1016/j.ijmedinf.2023.105145 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 Pilot and Feasibility Studies 9 2023 ), Article No.: 155 ISSN: 2055-5784 10.1186/s40814-023-01386-z 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 https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf 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 10.1609/aaai.v37i7.26003 https://ojs.aaai.org/index.php/AAAI/article/view/26003 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 Gait & Posture 100 2023 ), p. 79-80 ISSN: 0966-6362 10.1016/j.gaitpost.2022.11.071 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 )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 Journal of South American Earth Sciences 129 2023 ), Article No.: 104529 ISSN: 0895-9811 10.1016/j.jsames.2023.104529 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 )Download Kulyabin M. , Zhdanov A. , Dolganov A. , Maier A. :Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals Sensors 2023 )ISSN: 1424-8220 10.3390/s23135813 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 Journal of Open Source Software 8 2023 ), p. 4953 ISSN: 2475-9066 10.21105/joss.04953 https://joss.theoj.org/papers/10.21105/joss.04953 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 https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9 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 Annals of Clinical and Translational Neurology 10 2023 )ISSN: 2328-9503 10.1002/acn3.51725 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 Transactions on Machine Learning Research 2023 ), p. 1-26 ISSN: 2835-8856 https://openreview.net/pdf?id=oq3tx5kinu https://openreview.net/forum?id=oq3tx5kinu 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 )10.5162/smsi2023/p32 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 Biomedical Signal Processing and Control 86 2023 ), Article No.: 105178 ISSN: 1746-8094 10.1016/j.bspc.2023.105178 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) Scientific Reports 13 2023 ), Article No.: 16307 ISSN: 2045-2322 10.1038/s41598-023-43373-7 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 Scientific Reports 13 2023 ), p. 13167- ISSN: 2045-2322 10.1038/s41598-023-40263-w 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 Journal of neuroEngineering and rehabilitation 20 2023 ), Article No.: 78 ISSN: 1743-0003 10.1186/s12984-023-01198-5 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 10.1109/embc40787.2023.10340618 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 npj Digital Medicine 6 2023 ), Article No.: 189 ISSN: 2398-6352 10.1038/s41746-023-00935-3 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 10.1109/EMBC40787.2023.10340204 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 JMIR Pediatrics and Parenting 6 2023 ), Article No.: e50765 ISSN: 2561-6722 10.2196/50765 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 PeerJ 2023 )ISSN: 2167-8359 10.7717/peerj.14852 https://peerj.com/articles/14852/ 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 JMIR Formative Research 7 2023 ), Article No.: e47426 ISSN: 2561-326X 10.2196/47426 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 10.1109/BHI58575.2023.10313458 https://www.mad.tf.fau.de/files/2023/12/oesten23_stress_detection_voice.pdf 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 Orphanet Journal of Rare Diseases 18 2023 ), Article No.: 249 ISSN: 1750-1172 10.1186/s13023-023-02854-8 Download Oppelt MP. , Foltyn A. , Deuschel J. , Lang NR. , Holzer N. , Eskofier B. Yang SH. :ADABase: A Multimodal Dataset for Cognitive Load Estimation Sensors 23 2023 )ISSN: 1424-8220 10.3390/s23010340 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 10.1109/IPIN57070.2023.10332470 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 Scientific Data 10 2023 ), Article No.: 38 ISSN: 2052-4463 10.1038/s41597-023-01930-9 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 10.1007/978-3-658-41657-7_57 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 Journal of Clinical Medicine 12 2023 ), Article No.: 4224 ISSN: 2077-0383 10.3390/jcm12134224 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 The Lancet Digital Health 5 2023 ), p. e840-e847 ISSN: 2589-7500 10.1016/S2589-7500(23)00156-5 https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00156-5/fulltext Download Ren Z. , Schuller BW. , Eskofier B. Nguyen TT. , Nejdl W. :Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things IEEE Journal of Biomedical and Health Informatics 27 2023 ), p. 5213-5215 ISSN: 2168-2194 10.1109/JBHI.2023.3322052 Download Richer R. Abel L. Küderle A. Eskofier B. Rohleder N. :CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling Psychoneuroendocrinology 151 2023 ), p. 106073 ISSN: 0306-4530 10.1016/j.psyneuen.2023.106073 https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513 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 )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 Health and Technology 2023 )ISSN: 2190-7188 10.1007/s12553-023-00753-3 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 10.1007/978-3-031-43898-1_6 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 Frontiers in Neurology 14 2023 ), Article No.: 1247532 ISSN: 1664-2295 10.3389/fneur.2023.1247532 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 JMIR Formative Research 7 2023 ), p. e50324 ISSN: 2561-326X 10.2196/50324 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 10.1109/BHI58575.2023.10313367 https://ieeexplore.ieee.org/document/10313367 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 Frontiers in Bioengineering and Biotechnology 11 2023 ), Article No.: 1143248 ISSN: 2296-4185 10.3389/fbioe.2023.1143248 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 Engineering Structures 285 2023 ), Article No.: 116030 ISSN: 0141-0296 10.1016/j.engstruct.2023.116030 Download Scholl C. Spiegler M. , Ludwig K. , Eskofier B. Tobola A. , Zanca D. An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems Sensors 23 2023 )ISSN: 1424-8220 10.3390/s23083798 Download Schwinn L. Raab R. Nguyen A. Zanca D. Eskofier B. Exploring misclassifications of robust neural networks to enhance adversarial attacks Applied Intelligence 2023 )ISSN: 0924-669X 10.1007/s10489-023-04532-5 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 10.1109/RadarConf2351548.2023.10149641 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 Sensors 23 2023 ), Article No.: 6565 ISSN: 1424-8220 10.3390/s23146565 https://www.mdpi.com/1424-8220/23/14/6565 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 )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 Journal of neuroEngineering and rehabilitation 20 2023 ), Article No.: 111 ISSN: 1743-0003 10.1186/s12984-023-01235-3 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 10.1109/IPIN57070.2023.10332531 Download Stahlke M. Yammine G. , Feigl T. , Eskofier B. Mutschler C. Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach IEEE Transactions on Machine Learning in Communications and Networking 1 2023 ), p. 1-15 ISSN: 2831-316X 10.1109/TMLCN.2023.3256964 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. IEEE Journal of Biomedical and Health Informatics 27 2023 ), p. 319-328 ISSN: 2168-2194 10.1109/JBHI.2022.3215921 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 10.1109/BHI58575.2023.10313401 https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf 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 10.1080/19424280.2023.2199295 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 Sensors 23 2023 ), p. 5423 ISSN: 1424-8220 10.3390/s23125423 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 Frontiers in Oncology 13 2023 ), p. 1--14 ISSN: 2234-943X 10.3389/fonc.2023.1115258 https://www.frontiersin.org/articles/10.3389/fonc.2023.1115258/full 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 10.3233/FAIA230128 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 Bioengineering 10 2023 ), Article No.: 708 ISSN: 2306-5354 10.3390/bioengineering10060708 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 Computer Optics 47 2023 ), p. 272-277 ISSN: 0134-2452 10.18287/2412-6179-CO-1124 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 https://ceur-ws.org/Vol-3596/paper54.pdf https://ceur-ws.org/Vol-3596/paper54.pdf 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 Animals 13 2023 ), p. 801 ISSN: 2076-2615 10.3390/ani13050801 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 Biomedical Signal Processing and Control 81 2023 ), Article No.: 104394 ISSN: 1746-8094 10.1016/j.bspc.2022.104394 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 BMJ Open Sport and Exercise Medicine 8 2022 )ISSN: 2055-7647 10.1136/bmjsem-2021-001286 Download Antunes RS. , Da Costa CA. , Küderle A. Abdullahi I. Eskofier B. Federated Learning for Healthcare: Systematic Review and Architecture Proposal ACM Transactions on Intelligent Systems and Technology 2022 )ISSN: 2157-6904 10.1145/3501813 https://dl.acm.org/doi/10.1145/3501813 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 )10.1109/EMBC48229.2022.9870914 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 10.1109/EMBC48229.2022.9870914 Download Ceron JD. , Lopez DM. , Eskofier B. Kluge F. Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios Sensors 22 2022 )ISSN: 1424-8220 10.3390/s22093364 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 10.1183/13993003.congress-2022.377 Download Dib W. Ghanem K. , Ababou A. , Eskofier B. Human Activity Recognition based on the Fading characteristics of the On-body Channel IEEE Sensors Journal 2022 )ISSN: 1530-437X 10.1109/JSEN.2022.3159992 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 10.1007/978-3-031-14463-9_1 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 10.1109/BSN56160.2022.9928474 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 IEEE Internet of Things 2022 )ISSN: 2327-4662 10.1109/JIOT.2022.3160633 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 )10.1177/02692163221093145 https://journals.sagepub.com/doi/10.1177/02692163221093145 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 IEEE Journal of Translational Engineering in Health and Medicine 2022 ), p. 1-9 ISSN: 2168-2372 10.1109/JTEHM.2022.3179147 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 )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 Frontiers in Neurology 13 2022 )ISSN: 1664-2295 10.3389/fneur.2022.788427 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 )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 )https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf Download Hagengruber A. Leipscher U. , Eskofier B. Vogel J. :A New Labeling Approach for Proportional Electromyographic Control Sensors 22 2022 ), Article No.: 1368 ISSN: 1424-8220 10.3390/s22041368 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 10.23919/EuMC54642.2022.9924376 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 Cephalalgia 2022 )ISSN: 0333-1024 10.1177/03331024221097932 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 )10.1109/BHI56158.2022.9926775 https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf 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 Multiple Sclerosis and Related Disorders 58 2022 ), Article No.: 103519 ISSN: 2211-0348 10.1016/j.msard.2022.103519 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 )10.1109/BHI56158.2022.9926804 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 Frontiers in Medicine 9 2022 ), Article No.: 954056 ISSN: 2296-858X 10.3389/fmed.2022.954056 Download Koelewijn A. Van Den Bogert AJ. :Antagonistic co-contraction can minimize muscular effort in systems with uncertainty PeerJ 10 2022 ), Article No.: e13085 ISSN: 2167-8359 10.7717/peerj.13085 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 10.1109/WCNC51071.2022.9771875 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 )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 )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 Sensors 22 2022 ), Article No.: 9301 ISSN: 1424-8220 10.3390/s22239301 Download Kutzner B. , Ring M. Michelson G. :Binocular vision training for professional athletes Ophthalmologe 2022 )ISSN: 0941-293X 10.1007/s00347-022-01574-x Download Küderle A. Roth N. Richer R. Eskofier B. imucal - A Python library to calibrate 6 DOF IMUs Journal of Open Source Software 7 2022 ), p. 4338 ISSN: 2475-9066 10.21105/joss.04338 https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf 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 PLoS ONE 17 2022 )ISSN: 1932-6203 10.1371/journal.pone.0269567 Download Link J. Perst T. Stöve M. Eskofier B. Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning Sensors 22 2022 ), p. 2560 ISSN: 1424-8220 10.3390/s22072560 Download Link J. Schwinn L. Pulsmeyer F. Kautz T. Eskofier B. xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning Sensors 22 2022 ), Article No.: 8474 ISSN: 1424-8220 10.3390/s22218474 Download Löffler C. Mutschler C. IALE: Imitating Active Learner Ensembles Journal of Machine Learning Research 23 2022 ), p. 1-29 ISSN: 1532-4435 http://jmlr.org/papers/v23/21-0387.html 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 ACM Transactions on Intelligent Systems and Technology 13 2022 ), Article No.: 6 ISSN: 2157-6904 10.1145/3465057 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 IEEE Transactions on Biomedical Engineering 69 2022 ), p. 1608-1619 ISSN: 0018-9294 10.1109/TBME.2021.3123673 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 IEEE Transactions on Visualization and Computer Graphics 2022 )ISSN: 1077-2626 10.1109/TVCG.2022.3150486 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 10.1109/BHI56158.2022.9926873 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 )10.1109/BHI56158.2022.9926835 https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf 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 10.1109/bhi56158.2022.9926835 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 JMIR Formative Research 6 2022 ), p. e33635 ISSN: 2561-326X 10.2196/33635 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 )https://www.youtube.com/watch?v=3ZFwDhZqZPU 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 )10.5281/zenodo.6949012 Download 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 )https://www.youtube.com/watch?v=TznVCgK4DF0 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 Sensors 22 2022 )ISSN: 1424-8220 10.3390/s22155849 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) European Geriatric Medicine 2022 )ISSN: 1878-7649 10.1007/s41999-022-00646-0 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? European Geriatric Medicine 2022 )ISSN: 1878-7649 10.1007/s41999-022-00629-1 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 10.1109/EMBC48229.2022.9871969 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 Neurology 99 2022 ), p. E1079-E1089 ISSN: 0028-3878 10.1212/WNL.0000000000200819 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 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 Download Richer R. Zenkner JJ. , Küderle A. Rohleder N. , Eskofier B. Vagus activation by Cold Face Test reduces acute psychosocial stress responses Scientific Reports 12 2022 ), Article No.: 19270 ISSN: 2045-2322 10.1038/s41598-022-23222-9 https://www.nature.com/articles/s41598-022-23222-9 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 Applied Sciences 2022 ), p. 1 - 15 ISSN: 2076-3417 10.3390/app12168281 https://www.mdpi.com/2076-3417/12/16/8281 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 Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 2022 ), p. 283-298 ISSN: 0167-739X 10.1016/j.future.2022.05.006 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 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 IEEE Journal of Biomedical and Health Informatics 2022 ), p. 1-9 ISSN: 2168-2194 10.1109/JBHI.2022.3186766 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 )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 10.1109/VRW55335.2022.00214 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 10.1109/ITSC55140.2022.9922205 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 10.1109/ITSC55140.2022.9922345 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 https://proceedings.mlr.press/v162/schwinn22a.html https://proceedings.mlr.press/v162/schwinn22a.html 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 Journal of neuroEngineering and rehabilitation 19 2022 )ISSN: 1743-0003 10.1186/s12984-022-01116-1 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 Journal of Neural Engineering 19 2022 )ISSN: 1741-2560 10.1088/1741-2552/ac823d 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 10.1109/VTC2022-Spring54318.2022.9860906 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 The Lancet Digital Health 4 2022 ), p. e200-e206 ISSN: 2589-7500 10.1016/S2589-7500(21)00292-2 Download Stöve M. Wirth M. Farlock R. , Antunovic A. , Müller V. Eskofier B. Eye Tracking-Based Stress Classification of Athletes in Virtual Reality Proceedings of the ACM on Computer Graphics and Interactive Techniques 5 2022 ), p. 1-17 ISSN: 2577-6193 10.1145/3530796 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 Pattern Recognition 127 2022 ), Article No.: 108609 ISSN: 0031-3203 10.1016/j.patcog.2022.108609 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 JMIR Formative Research 6 2022 ), p. e34566 ISSN: 2561-326X 10.2196/34566 https://formative.jmir.org/2022/6/e34566 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 IEEE Transactions on Neural Systems and Rehabilitation Engineering 2022 )ISSN: 1534-4320 10.1109/jbhi.2022.3215921 https://ieeexplore.ieee.org/document/9924545 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 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 Annals of the Rheumatic Diseases 81 2022 ), p. 1866.2-1867 ISSN: 0003-4967 10.1136/annrheumdis-2022-eular.3069 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 Sensors 22 2022 ), p. 5347 ISSN: 1424-8220 10.3390/s22145347 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 10.1007/978-3-030-96921-9_14 https://link.springer.com/chapter/10.1007/978-3-030-96921-9_14 Download Zhdanov A. , Dolganov A. , Zanca D. Borisov V. , Ronkin M. :Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing Applied Sciences 12 2022 ), Article No.: 12365 ISSN: 2076-3417 10.3390/app122312365 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 10.1007/978-3-030-99333-7_27 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 Animals 12 2022 ), p. 692 ISSN: 2076-2615 10.3390/ani12060692 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 10.24251/hicss.2021.463 https://scholarspace.manoa.hawaii.edu/handle/10125/71079 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 Journal of Medical Internet Research 23 2021 ), p. e24460 ISSN: 1438-8871 10.2196/24460 https://www.jmir.org/2021/11/e24460 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 10.1109/IPIN51156.2021.9662545 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? Experimental Brain Research 2021 )ISSN: 0014-4819 10.1007/s00221-020-06020-5 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 Neurological Sciences 2021 )ISSN: 1590-1874 10.1007/s10072-021-05206-1 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 10.1007/978-3-030-75549-2_25 https://arxiv.org/abs/2103.12531 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 10.1109/APS/URSI47566.2021.9704596 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 )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 Pattern Recognition 118 2021 )ISSN: 0031-3203 10.1016/j.patcog.2021.108046 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 http://ceur-ws.org/Vol-2991/paper08.pdf 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 10.1145/3473856.3473994 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 Clinical Neurology and Neurosurgery 209 2021 ), Article No.: 106888 ISSN: 0303-8467 10.1016/j.clineuro.2021.106888 Download Hagengruber A. Leipscher U. , Eskofier B. Vogel J. :Electromyography for Teleoperated Tasks in Weightlessness IEEE Transactions on Human-Machine Systems 2021 )ISSN: 2168-2291 10.1109/THMS.2020.3047975 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 )10.1109/EMBC46164.2021.9630842 https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf 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 Sensors 21 2021 ), Article No.: 3214 ISSN: 1424-8220 10.3390/s21093214 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 Sensors 21 2021 ), Article No.: 7680 ISSN: 1424-8220 10.3390/s21227680 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 Frontiers in Digital Health 3 2021 )ISSN: 2673-253X 10.3389/fdgth.2021.765867 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 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 PLoS ONE 16 2021 )ISSN: 1932-6203 10.1371/journal.pone.0256541 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 )https://www.mad.tf.fau.de/files/2021/08/2021_isb_koelewijn_et_al_alignment.pdf 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 https://aisel.aisnet.org/icis2021/is_implement/is_implement/2/ Download Link J. Guillaume S. , Eskofier B. Experimental validation of real-time ski jumping tracking system based on wearable sensors Sensors 21 2021 ), Article No.: 7780 ISSN: 1424-8220 10.3390/s21237780 https://www.mdpi.com/1424-8220/21/23/7780 Download Lukas C. , Eskofier B. Berking M. :A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial. JMIR Mental Health 8 2021 ), Article No.: e16643 ISSN: 2368-7959 10.2196/16643 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 IEEE Access 9 2021 ), p. 71821-71831 ISSN: 2169-3536 10.1109/ACCESS.2021.3079368 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 10.1007/978-3-658-33198-6_81 Download Martindale C. Christlein V. , Klumpp P. , Eskofier B. Wearables-based multi-task gait and activity segmentation using recurrent neural networks Neurocomputing 432 2021 ), p. 250-261 ISSN: 0925-2312 10.1016/j.neucom.2020.08.079 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 10.1007/978-3-658-33198-6_71 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 BMJ Open 11 2021 )ISSN: 2044-6055 10.1136/bmjopen-2021-050785 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 10.1109/EMBC46164.2021.9631002 https://ieeexplore.ieee.org/document/9631002 Download Nann M. , Haslacher D. , Colucci A. , Eskofier B. Von Tscharner V. , Soekadar SR. :Heart rate variability predicts decline in sensorimotor rhythm control Journal of Neural Engineering 18 2021 )ISSN: 1741-2560 10.1088/1741-2552/ac1177 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 IEEE Access 2021 )ISSN: 2169-3536 10.1109/ACCESS.2021.3106791 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 )https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf 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 10.1080/19424280.2021.1917684 https://www.mad.tf.fau.de/files/2023/05/FBS_2021_SoftvsEnergy_Submission_AOM_Declaration.pdf Download Pasluosta CF. , Popovic MR. , Eskofier B. Stieglitz T. :Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments Frontiers in Neuroscience 15 2021 )ISSN: 1662-4548 10.3389/fnins.2021.740263 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 npj Digital Medicine 4 2021 )ISSN: 2398-6352 10.1038/s41746-021-00513-5 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 10.1109/BHI50953.2021.9508529 https://www.mad.tf.fau.de/files/2021/08/richer21_car_inner_clock.pdf Download Richer R. Küderle A. Ullrich M. Rohleder N. , Eskofier B. BioPsyKit: A Python package for the analysis of biopsychological data Journal of Open Source Software 6 2021 ), p. 3702 ISSN: 2475-9066 10.21105/joss.03702 https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf 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 10.1109/AIVR52153.2021.00012 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 10.1007/978-3-658-33198-6_62 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 Sensors 21 2021 ), Article No.: 6559 ISSN: 1424-8220 10.3390/s21196559 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 Journal of neuroEngineering and rehabilitation 18 2021 ), Article No.: 93 ISSN: 1743-0003 10.1186/s12984-021-00883-7 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 )10.1109/EMBC46164.2021.9630378 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 10.5220/0010210600250036 https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1 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 Sensors 21 2021 ), Article No.: 7210 ISSN: 1424-8220 10.3390/s21217210 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 )https://arxiv.org/abs/2102.12196 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 )10.1109/ijcnn52387.2021.9534190 Download Schwinn L. Raab R. Nguyen A. Zanca D. Eskofier B. Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks https://arxiv.org/abs/2105.10304 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 10.1007/978-3-658-33198-6_70 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 Sensors 21 2021 ), p. 3071 ISSN: 1424-8220 10.3390/s21093071 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 eNeuro 8 2021 ), p. 1-14 ISSN: 2373-2822 10.1523/ENEURO.0497-20.2021 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 10.1007/978-3-030-86337-1_48 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 )10.1109/EMBC46164.2021.9630653 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 IEEE Transactions on Neural Systems and Rehabilitation Engineering 2021 ), p. 2103-2111 ISSN: 1534-4320 10.1109/TNSRE.2021.3119390 https://ieeexplore.ieee.org/abstract/document/9567680 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 IEEE transactions on medical imaging 2021 )ISSN: 1558-254X 10.1109/TMI.2021.3066683 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 )10.1007/978-3-030-86334-0_19 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 10.1109/VR50410.2021.00055 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 Sensors 21 2021 ), Article No.: 3728 ISSN: 1424-8220 10.3390/s21113728 Download Zhao N. , Seitinger S. , Richer R. Paradiso JA. :Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network Smart Health 19 2021 ), p. 100164 ISSN: 2352-6483 10.1016/j.smhl.2020.100164 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 Frontiers in Physiology 12 2021 ), Article No.: 669884 ISSN: 1664-042X 10.3389/fphys.2021.669884 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 Expert Systems With Applications 165 2021 ), Article No.: 113905 ISSN: 0957-4174 10.1016/j.eswa.2020.113905 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 10.26127/BTUOpen-5909 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 IEEE Transactions on Medical Imaging 39 2020 ), p. 4297-4309 ISSN: 0278-0062 10.1109/TMI.2020.3016744 Download Auferoth F. , Eskofier B. Gerber L. , Grimm V. , Richer R. Rohleder N. :Tracking and Teamwork Performance 2020 )Download 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 Frontiers in Neurology 2020 )ISSN: 1664-2295 10.3389/fneur.2020.577362 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 Information Fusion 2020 )ISSN: 1566-2535 10.1016/j.inffus.2020.03.011 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 Sensors 20 2020 ), p. 1-21 ISSN: 1424-8220 10.3390/s20174742 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 Sensors 20 2020 ), p. 651 ISSN: 1424-8220 10.3390/s20030651 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 Frontiers in Bioengineering and Biotechnology 8 2020 ), p. 1-14 ISSN: 2296-4185 10.3389/fbioe.2020.00604 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 https://educationaldatamining.org/files/conferences/EDM2020/papers/paper_239.pdf https://educationaldatamining.org/files/conferences/EDM2020/EDM2020Proceedings.pdf 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 10.5220/0008989903070318 http://www.grapp.visigrapp.org/ 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 )10.1109/EMBC44109.2020.9176440 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 Multiple Sclerosis and Related Disorders 39 2020 ), Article No.: 101903 ISSN: 2211-0348 10.1016/j.msard.2019.101903 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 Anticancer Research 40 2020 ), p. 4937-4946 ISSN: 0250-7005 10.21873/anticanres.14497 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) Journal of Neurology 2020 )ISSN: 0340-5354 10.1007/s00415-020-09789-1 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 Journal of Neurology 267 2020 ), p. 1594-1601 ISSN: 0340-5354 10.1007/s00415-020-09725-3 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 Journal of Parkinson's Disease 10 2020 ), p. 1763-1773 ISSN: 1877-7171 10.3233/JPD-202129 Download Gradl S. The Stroop Room : A Wearable Virtual Reality Stress Laboratory Based on the Electrocardiogram 2020 )https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15434 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 Journal of neuroEngineering and rehabilitation 17 2020 ), Article No.: 165 ISSN: 1743-0003 10.1186/s12984-020-00798-9 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 Artificial Intelligence in Medicine 110 2020 ), Article No.: 101963 ISSN: 0933-3657 10.1016/j.artmed.2020.101963 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 Applied Soft Computing 96 2020 ), Article No.: 106612 ISSN: 1568-4946 10.1016/j.asoc.2020.106612 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 Current Directions in Biomedical Engineering 6 2020 ), Article No.: 20203130 ISSN: 2364-5504 10.1515/cdbme-2020-3130 https://www.degruyter.com/document/doi/10.1515/cdbme-2020-3130/html Download Koelewijn A. Ijspeert A. :Exploring the Contribution of Proprioceptive Reflexes to Balance Control in Perturbed Standing Frontiers in Bioengineering and Biotechnology 8 2020 )ISSN: 2296-4185 10.3389/fbioe.2020.00866 https://www.frontiersin.org/articles/10.3389/fbioe.2020.00866/abstract Download Koelewijn A. van den Bogert AJ. :A solution method for predictive simulations in a stochastic environment Journal of Biomechanics 2020 ), Article No.: 109759 ISSN: 0021-9290 10.1016/j.jbiomech.2020.109759 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 )https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf Download 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 Frontiers in Neuroscience 14 2020 ), Article No.: 531 ISSN: 1662-4548 10.3389/fnins.2020.00531 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 Medical Physics 2020 )ISSN: 0094-2405 10.1002/mp.14680 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 )10.1007/978-3-030-67670-4_33 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 10.1007/978-3-030-59716-0_2 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 Journal of Parkinson's Disease 10 2020 ), p. 717-727 ISSN: 1877-7171 10.3233/JPD-191698 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 10.1109/ISMAR-Adjunct51615.2020.00018 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 )https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf 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 10.1007/978-3-030-72693-5_9 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 Scientific Reports 2020 ), Article No.: 17655 ISSN: 2045-2322 10.1038/s41598-020-73856-w https://www.nature.com/articles/s41598-020-73856-w 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 Neurodegenerative Disease Management 2020 )ISSN: 1758-2024 10.2217/nmt-2019-0037 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 10.1109/cvprw50498.2020.00029 http://openaccess.thecvf.com/content_CVPRW_2020/html/w3/Ott_ViPR_Visual-Odometry-Aided_Pose_Regression_for_6DoF_Camera_Localization_CVPRW_2020_paper.html 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 Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4 2020 ), p. 1-20 ISSN: 2474-9567 10.1145/3411842 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 BMJ Open 10 2020 ), p. e038704- ISSN: 2044-6055 10.1136/bmjopen-2020-038704 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 Parkinsonism & Related Disorders 2020 )ISSN: 1353-8020 10.1016/j.parkreldis.2020.06.029 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. 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2nd ICML 2020 Workshop on Human in the Loop Learning (Virtual Conference 18. July 2020 - 18. July 2020 )Download 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 10.1007/978-3-030-52200-1_40 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 Language, Cognition and Neuroscience 2020 )ISSN: 2327-3798 10.1080/23273798.2020.1803375 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 https://computationalaudiology.com/predicting-hearing-aid-fittings-based-on-audiometric-and-subject-related-data-a-machine-learning-approach/ 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 Journal of Neurology 2020 )ISSN: 0340-5354 10.1007/s00415-020-10355-y 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 )10.1109/icl-gnss49876.2020.9115498 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 10.1055/s-0040-1714998 https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1714998#info 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 10.1007/978-3-030-59713-9 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 Digital Biomarkers 4 2020 ), p. 50-58 ISSN: 2504-110X 10.1159/000511611 Download Trinh H. , Khuu CQ. , Wolf S. , Nguyen AT. The multiple stages towards crystal formation of L-glutamic acid Journal of Crystal Growth 544 2020 ), Article No.: 125727 ISSN: 0022-0248 10.1016/j.jcrysgro.2020.125727 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 IEEE Journal of Biomedical and Health Informatics 24 2020 ), p. 1869 - 1878 ISSN: 2168-2194 10.1109/JBHI.2020.2975361 https://www.mad.tf.fau.de/files/2020/11/2020_ullrich_gaitsequencedetection.pdf 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 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 )10.1109/ICFHR2020.2020.00061 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 10.1109/VRW50115.2020.00024 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 10.1109/TPAMI.2019.2920636 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 10.1109/IJCNN48605.2020.9207438 Download Zanca D. Melacci S. , Gori M. , Rufa A. :Gravitational models explain shifts on human visual attention Scientific Reports 10 2020 ), Article No.: 16335 ISSN: 2045-2322 10.1038/s41598-020-73494-2 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? Sensors 20 2020 ), Article No.: 5705 ISSN: 1424-8220 10.3390/s20195705 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 10.1109/ICECCO48375.2019.9043209 https://ieeexplore.ieee.org/document/9043209 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 )10.1145/3329189.3329231 https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf 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 Computer Vision and Image Understanding 2019 )ISSN: 1077-3142 10.1016/j.cviu.2018.09.010 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 10.1109/EMBC.2019.8857143 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 10.1145/3290607.3311770 https://www.mad.tf.fau.de/files/2019/05/2019-Amores-CHI-DeepReality.pdf 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 10.1145/3306449.3328818 https://www.mad.tf.fau.de/files/2020/01/2019-Amores-SIGGRAPH-DeepReality.pdf 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. International Journal of Computer Assisted Radiology and Surgery 14 2019 ), p. 31-42 ISSN: 1861-6410 10.1007/s11548-018-1836-1 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 Computer Methods in Biomechanics and Biomedical Engineering 2019 )ISSN: 1025-5842 10.1080/10255842.2019.1601179 https://www.mad.tf.fau.de/files/2019/08/201904_CMBBE_Dorschky.pdf 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 Journal of Biomechanics 2019 )ISSN: 0021-9290 10.1016/j.jbiomech.2019.07.022 https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf 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. Sensors 19 2019 )ISSN: 1424-8220 10.3390/s19102303 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 IEEE Transactions on Visualization and Computer Graphics 25 2019 ), p. 3146-3157 ISSN: 1077-2626 10.1109/TVCG.2019.2932224 https://ieeexplore.ieee.org/document/8798880 Download Gaßner H. , Raccagni C. , Eskofier B. Klucken J. , Wenning GK. :The Diagnostic Scope of Sensor-Based Gait Analysis in Atypical Parkinsonism: Further Observations Frontiers in Neurology 10 2019 )ISSN: 1664-2295 10.3389/fneur.2019.00005 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 Journal of Parkinson's Disease 9 2019 ), p. 413-426 ISSN: 1877-7171 10.3233/JPD-181534 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 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 10.1145/3359996.3364247 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 )10.1145/3329189.3329233 https://www.mad.tf.fau.de/files/2019/05/Gradl-Wirth-2019-PervasiveHealth-StressMeasurementOverview.pdf 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 10.1007/978-3-030-35048-2_14 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 Sensors 19 2019 ), Article No.: 3103 ISSN: 1424-8220 10.3390/s19143103 Download Jahn K. , Freiberger E. , Eskofier B. Bollheimer C. , Klucken J. :Balance and mobility in geriatric patients Zeitschrift für Gerontologie und Geriatrie 52 2019 ), p. 316-323 ISSN: 0948-6704 10.1007/s00391-019-01561-z 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 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 Journal of Neurologic Physical Therapy 43 2019 ), p. 224-232 ISSN: 1557-0576 10.1097/NPT.0000000000000291 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 )Download Klucken J. , Gladow T. , Hilgert JG. , Stamminger M. , Weigand C. , Eskofier B. „Wearables“ in der Behandlung neurologischer Erkrankungen – wo stehen wir heute? Der Nervenarzt 90 2019 ), p. 787-795 ISSN: 0028-2804 10.1007/s00115-019-0753-z Download Koelewijn A. Heinrich D. , van den Bogert AJ. :Metabolic cost calculations of gait using musculoskeletal energy models, a comparison study PLoS ONE 14 2019 ), Article No.: e0222037 ISSN: 1932-6203 10.1371/journal.pone.0222037 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 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 10.1007/978-3-658-25326-4_21 https://link.springer.com/chapter/10.1007/978-3-658-25326-4_21 Download Marra G. , Zanca D. Betti A. , Gori M. :Learning Activation Functions by Means of Kernel Based Neural Networks Springer 2019 ISBN: 9783030351656 10.1007/978-3-030-35166-3_30 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 IEEE Journal of Biomedical and Health Informatics 2019 )ISSN: 2168-2194 10.1109/JBHI.2019.2937574 Download Martindale C. Sprager S. , Eskofier B. Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables Sensors 198 2019 ), Article No.: 1820 ISSN: 1424-8220 10.3390/s19081820 https://www.mdpi.com/1424-8220/19/8/1820 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 10.1007/s00415-018-9012-7 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 International Journal of Computational Systems Engineering 2019 )ISSN: 2046-3391 10.1504/IJCSYSE.2019.098414 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 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 Behavioural Brain Research 363 2019 ), p. 199-215 ISSN: 0166-4328 10.1016/j.bbr.2018.11.035 https://www.sciencedirect.com/science/article/pii/S016643281830754X 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) Journal of neuroEngineering and rehabilitation 16 2019 ), Article No.: 98 ISSN: 1743-0003 10.1186/s12984-019-0567-z 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 Journal of neuroEngineering and rehabilitation 16 2019 )ISSN: 1743-0003 10.1186/s12984-019-0548-2 Download Niitsoo A. , Edelhäußer T. , Hadaschik N. , Eberlein E. , Mutschler C. A Deep Learning Approach to Position Estimation from Channel Impulse Responses Sensors 19 2019 ), p. 1-23 ISSN: 1424-8220 10.3390/s19051064 https://www.mdpi.com/1424-8220/19/5/1064 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 https://www.mad.tf.fau.de/files/2019/05/Nitschke_Dynamic_Walking.pdf Download Ott F. , Feigl T. , Löffler C. Mutschler C. Visual-Odometry-aided Pose Regression for 6DoF Camera Localization 2019 )https://arxiv.org/pdf/1912.08263.pdf Download 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 10.1007/978-3-030-29384-0_42 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 http://ceur-ws.org/Vol-2491/abstract18.pdf Download Rico Olarte C. :Affective Video Games: A Systematic Mapping Study 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 European Journal of Cancer Care 2019 ), Article No.: e13199 ISSN: 0961-5423 10.1111/ecc.13199 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 10.1109/CBMS.2019.00102 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 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Schwinn19-IOP.pdf 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 10.7892/boris.123517 https://boris.unibe.ch/123517/ 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 Human Movement Science 2019 )ISSN: 0167-9457 10.1016/j.humov.2019.01.007 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 Current Directions in Biomedical Engineering 5 2019 ), p. 195-198 ISSN: 2364-5504 10.1515/cdbme-2019-0050 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 Journal of Neuroscience Methods 326 2019 ), Article No.: 108367 ISSN: 0165-0270 10.1016/j.jneumeth.2019.108367 https://www.sciencedirect.com/science/article/pii/S0165027019302249 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 eNeuro 6 2019 ), Article No.: ENEURO.0100-19.2019 ISSN: 2373-2822 10.1523/ENEURO.0100-19.2019 https://www.eneuro.org/content/6/6/ENEURO.0100-19.2019 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 )10.1109/BHI.2019.8834660 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 10.21437/Interspeech.2019-8003 https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html 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 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 Gait & Posture 68 2019 ), p. 329–334 ISSN: 0966-6362 10.1016/j.gaitpost.2018.11.038 https://www.sciencedirect.com/science/article/pii/S096663621830345X 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 10.7892/boris.123517 https://boris.unibe.ch/123517/ Download Zanca D. Gori M. , Rufa A. :A unified computational framework for visual attention dynamics Elsevier B.V. 2019 ISBN: 9780444642547 10.1016/bs.pbr.2019.01.001 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 10.1007/978-3-030-35048-2_13 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 Computer Communications 2019 ), p. 34-47 ISSN: 0140-3664 10.1016/j.comcom.2019.04.012 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 International Journal of Grid and Utility Computing 10 2019 ), p. 76-92 ISSN: 1741-847X 10.1504/IJGUC.2019.097220 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 10.1109/BSN.2018.8329668 https://www.mad.tf.fau.de/files/2018/04/2018-Amores-BSN-PRVR.pdf 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 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 10.3233/978-1-61499-868-6-93 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. Journal of Multidisciplinary Healthcare 11 2018 ), p. 21-37 ISSN: 1178-2390 10.2147/JMDH.S150976 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 Revista Colombiana de Cardiología 25 2018 ), p. 92-100 ISSN: 0120-5633 10.1016/j.rccar.2017.08.018 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 Proceedings 2 2018 ), p. 1265 ISSN: 2504-3900 10.3390/proceedings2191265 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 10.1109/LSC.2017.8268171 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 Artificial Intelligence in Medicine 89 2018 ), p. 61-69 ISSN: 0933-3657 10.1016/j.artmed.2018.05.005 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 Biochimica et Biophysica Acta - Molecular Basis of Disease 1864 2018 ), p. 2315-2328 ISSN: 0925-4439 10.1016/j.bbadis.2018.01.020 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 10.5220/0006761302610268 Download Feigl T. , Mutschler C. Philippsen M. :Supervised Learning for Yaw Orientation Estimation 2018 )ISSN: 2471-917X 10.1109/IPIN.2018.8533811 https://www2.cs.fau.de/publication/download/IPIN2018a.pdf 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 10.1109/IPIN.2018.8533813 https://www2.cs.fau.de/publication/download/IPIN2018b.pdf 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 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 10.1109/WPNC.2018.8555846 https://www2.cs.fau.de/publication/download/WPNC2018.pdf 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 10.1109/BSN.2018.8329681 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 10.1109/bsn.2018.8329669 https://www.mad.tf.fau.de/files/2018/03/2018-Groh-BSN-UAW.pdf 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. Sensors 18 2018 )ISSN: 1424-8220 10.3390/s18010145 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 Sensors 2018 )ISSN: 1424-8220 10.3390/s18010145 http://www.mdpi.com/1424-8220/18/1/145 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. IEEE Journal of Biomedical and Health Informatics 22 2018 ), p. 354 - 362 ISSN: 2168-2194 10.1109/JBHI.2017.2679486 https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Mobile-Stride-Length-Estimation-with-Deep-Convolutional-Neural-Networks-1.pdf 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 Biomedical Physics and Engineering Express 5 2018 ), p. 015012 ISSN: 2057-1976 10.1088/2057-1976/aaebec 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 )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)) 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 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 Gait & Posture 66 2018 ), p. 194-200 ISSN: 0966-6362 10.1016/j.gaitpost.2018.08.026 https://www.mad.tf.fau.de/files/2020/12/kluge_2018_gp_proof.pdf 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 Computer Methods in Biomechanics and Biomedical Engineering 21 2018 ), p. 521 - 531 ISSN: 1025-5842 10.1080/10255842.2018.1490954 Download Lee SI. , Eskofier B. Special issue on wearable computing and machine learning for applications in sports, health, and medical engineering Applied Sciences 8 2018 ), Article No.: 167 ISSN: 2076-3417 10.3390/app8020167 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 10.1109/ipin.2018.8533862 https://ieeexplore.ieee.org/document/8533862 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 10.1109/nssmic.2018.8824463 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 10.1109/EMBC.2018.8513508 https://www.mad.tf.fau.de/files/2018/09/embc2018_martindale.pdf 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 10.1109/PERCOMW.2018.8480193 https://www.mad.tf.fau.de/files/2018/09/percom2018_martindale.pdf 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 Journal of Neurology 265 2018 ), p. 2656-2665 ISSN: 0340-5354 10.1007/s00415-018-9012-7 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 )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 10.1109/bsn.2018.8329644 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 10.1007/978-3-662-56537-7_12 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Mentl18-AAM.pdf 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 10.1007/978-3-662-56537-7_12 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 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 10.1109/IPIN.2018.8533766 https://www.mad.tf.fau.de/files/2018/07/Convolutional-Neural-Networks-for-Position-Estimation-in-TDoA-based-Locating-Systems.pdf 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 )https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf Download Nowak T. , Hartmann M. , Thielecke J. , Hadachik N. , Mutschler C. Super-Resolution in RSS-based Direction-of-Arrival Estimation 10.1109/ipin.2018.8533684 https://www.mad.tf.fau.de/files/2018/07/SuperResolutionInRSSBasedDirectionOfArrivalEstimation.pdf 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 JMIR Cancer 4 2018 )ISSN: 2369-1999 10.2196/10703 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) 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. Human movement science 58 2018 ), p. 185-194 ISSN: 1872-7646 10.1016/j.humov.2018.02.005 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 Brain and Behavior 8 2018 )ISSN: 2162-3279 10.1002/brb3.977 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 )10.1109/embc.2018.8513653 https://www.mad.tf.fau.de/files/2019/02/2018-Richer-EMBC-MentalStateEEG.pdf Download Rico Olarte C. :Objective Method for User Experience Evaluation of Children with SLD on HapHop-Physio 2018 )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
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Theory and Practice 2018 10.1007/978-3-319-91797-9_39 Download Ring M. Quantitative Estimation of Total Body Water Loss During Physical Exercise 2018 )10.25593/978-3-96147-095-2 Download Roth N. Martindale C. Gaßner H. , Kohl Z. , Klucken J. , Eskofier B. Synchronized sensor insoles for clinical gait analysis in home-monitoring applications 10.1515/cdbme-2018-0103 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 )10.22489/cinc.2018.104 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 10.1515/cdbme-2018-0151 https://www.mad.tf.fau.de/files/2018/09/2018-StefkeWilm-DGBMT-MigraineMonitor.pdf 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 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 ACM Computing Surveys 51 2018 ), Article No.: 42 ISSN: 0360-0300 10.1145/3177852 https://dl.acm.org/citation.cfm?id=3177852 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 10.1109/IROS.2018.8593581 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 Scientific Reports 8 2018 ), p. 15335 ISSN: 2045-2322 10.1038/s41598-018-33685-4 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-BTS.pdf 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 10.1007/978-3-662-56537-7_85 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stoeve18-MAD.pdf 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 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 https://www.measuringbehavior.org/mb2018/Publications https://www.measuringbehavior.org/mb2018/Publications 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 Journal of Neuroscience Methods 296 2018 ), p. 1-11 ISSN: 0165-0270 10.1016/j.jneumeth.2017.12.004 http://www.sciencedirect.com/science/article/pii/S0165027017304211 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 Data in Brief 17 2018 ), p. 189-193 ISSN: 2352-3409 10.1016/j.dib.2017.12.067 https://www.sciencedirect.com/science/article/pii/S2352340918300015 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 https://www.measuringbehavior.org/mb2018/Publications https://www.measuringbehavior.org/mb2018/Publications Download Tobola A. , Leutheuser H. Pollak M. , Spies P. , Hofmann C. , Weigand C. , Eskofier B. Fischer G. :Self-powered Multiparameter Health Sensor IEEE Journal of Biomedical and Health Informatics 22 2018 ), p. 15-22 ISSN: 2168-2194 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 http://eufallsfest.eu/documents/Abstract Booklet.pdf 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 IEEE Journal of Biomedical and Health Informatics 2018 )ISSN: 2168-2194 10.1109/JBHI.2018.2866873 https://ieeexplore.ieee.org/document/8444654 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 Nature Communications 9 2018 ), Article No.: 2858 ISSN: 2041-1723 10.1038/s41467-018-05167-8 Download Walter L. Heinzerling L. :Braf inhibitors and radiation do not act synergistically to inhibit WT and V600E BRAF human melanoma Anticancer Research 38 2018 ), p. 1335-1341 ISSN: 0250-7005 10.21873/anticanres.12356 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 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 10.1109/EMBC.2018.8513213 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 10.1145/3196709.3196780 https://dl.acm.org/citation.cfm?doid=3196709.3196780 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 10.1145/3242587.3242636 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 Frontiers in Neurology 9 2018 )ISSN: 1664-2295 10.3389/fneur.2018.00684 Download Zanca D. FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity 2018 )Download 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 Sensors 18 2018 ), Article No.: 4194 ISSN: 1424-8220 10.3390/s18124194 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 10.1109/bsn.2018.8329670 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 Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 78 2018 ), p. 176-190 ISSN: 0167-739X 10.1016/j.future.2017.02.023 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 Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 78 2018 ), p. 272-286 ISSN: 0167-739X 10.1016/j.future.2016.05.004 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 PLoS ONE 2018 )ISSN: 1932-6203 10.1371/journal.pone.0195125 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 Experimental Brain Research 2018 )ISSN: 0014-4819 10.1007/s00221-018-5356-6 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 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.60 https://ieeexplore.ieee.org/document/8276778 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 10.1145/3123021.3123040 Download Ceron JD, Lopez DM, Ramirez GA:A mobile system for sedentary behaviors classification based on accelerometer and location data Computers in Industry 92-93 2017 ), p. 25-31 ISSN: 0166-3615 10.1016/j.compind.2017.06.005 Download Cerón, López, Hofmann:A Two-Layer Method for Sedentary Behaviors Classification Using Smartphone and Bluetooth Beacons. Download Possos, Cruz, Cerón, López, Sierra-Torres:Open Dataset for the Automatic Recognition of Sedentary Behaviors. 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 Journal of Biomedical Engineering and Informatics 3 2017 ), p. 10-17 ISSN: 2377-9381 10.5430/jbei.v3n1p10 Download Cibis T. , McEwan A. , Sieber A. , Eskofier B. Lippmann J. , Friedl K. , Bennett M. :Diving into Research of Biomedical Engineering in Scuba Diving IEEE Reviews in Biomedical Engineering 10 2017 ), p. 323-333 ISSN: 1937-3333 10.1109/RBME.2017.2713300 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 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 Applied Sciences 7 2017 ), Article No.: 986 ISSN: 2076-3417 10.3390/app7100986 http://www.mdpi.com/2076-3417/7/10/986 Download Facco Rodrigues V. , Correa E. , Andre da Costa C. , da Rosa Righi R. :On Exploring Proactive Cloud Elasticity for Internet of Things Demands 10.1109/CLEI.2017.8226417 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 International Journal of Distributed Sensor Networks 13 2017 ), Article No.: ARTN 1550147717728863 ISSN: 1550-1329 10.1177/1550147717728863 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 Revista Eletrônica Argentina-Brasil de Tecnologias da Informação e da Comunicação 2017 ), p. 1-19 ISSN: 2446-7534 10.5281/zenodo.877328 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 Journal of Grid Computing 15 2017 ), p. 535-556 ISSN: 1570-7873 10.1007/s10723-017-9405-3 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 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 Frontiers in Neurology 8 2017 ), p. 550 ISSN: 1664-2295 10.3389/fneur.2017.00550 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 10.1016/j.orthtr.2017.03.074 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 Applied Sciences 7 2017 ), Article No.: 1277 ISSN: 2076-3417 10.3390/app7121277 Download Groh B. Fleckenstein M. , Kautz T. Eskofier B. Classification and visualization of skateboard tricks using wearable sensors Pervasive and Mobile Computing 40 2017 ), p. 42-55 ISSN: 1574-1192 10.1016/j.pmcj.2017.05.007 https://authors.elsevier.com/a/1VDaj5bwSmo0qn 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 Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 2017 ), Article No.: 53 ISSN: 2474-9567 10.1145/3130918 https://www.mad.tf.fau.de/files/2017/10/2017-Groh-IMWUT-ASV.pdf 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 )10.1016/j.baga.2017.02.002 Download Hannink J. Kautz T. Pasluosta CF. , Gaßmann KG. , Klucken J. , Eskofier B. Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks. IEEE Journal of Biomedical and Health Informatics 21 2017 ), p. 85--93 ISSN: 2168-2194 10.1109/JBHI.2016.2636456 https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Sensor-Based-Gait-Parameter-Extraction-With-Deep-Convolutional-Neural-Networks.pdf 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 10.1109/BSN.2017.7936024 http://ieeexplore.ieee.org/document/7936024/ Download Hannink J. Ollenschläger M. Kluge F. Roth N. Klucken J. , Eskofier B. Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis. Sensors 17 2017 )ISSN: 1424-8220 10.3390/s17091940 Download Kautz T. Eskofier B. Pasluosta CF. :Generic performance measure for multiclass-classifiers Pattern Recognition 68 2017 ), p. 111 - 125 ISSN: 0031-3203 10.1016/j.patcog.2017.03.008 Download Kautz T. Groh B. Hannink J. Jensen U. , Strubberg H. , Eskofier B. Activity recognition in beach volleyball using a Deep Convolutional Neural Network Data Mining and Knowledge Discovery 31 2017 ), p. 1678–1705 ISSN: 1573-756X 10.1007/s10618-017-0495-0 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. Journal of Biomechanics 52 2017 ), p. 183-184 ISSN: 0021-9290 10.1016/j.jbiomech.2016.07.043 Download Kluge F. Eskofier B. Letter to the Editor regarding “Gait recording with inertial sensors – How to determine initial and terminal contact” Journal of Biomechanics 2017 ), p. 183-184 ISSN: 0021-9290 10.1016/j.jbiomech.2016.07.043 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 Sensors 17 2017 ), p. 1522 ISSN: 1424-8220 10.3390/s17071522 Download Kluge F. Krinner S. , Lochmann M. , Eskofier B. Speed dependent effects of laterally wedged insoles on gait biomechanics in healthy subjects Gait & Posture 55 2017 ), p. 145-149 ISSN: 0966-6362 10.1016/j.gaitpost.2017.04.012 https://www.mad.tf.fau.de/files/2020/12/kluge_2017_gp_proof.pdf 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 Orthopaedic Journal of Sports Medicine 5 2017 ), Article No.: 232596711771906 ISSN: 2325-9671 10.1177/2325967117719065 Download Leutheuser H. Heyde C. , Röcker K. , Gollhofer A. , Eskofier B. Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise IEEE Transactions on Biomedical Engineering 2017 )ISSN: 0018-9294 10.1109/TBME.2017.2675941 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 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 Journal of integrative bioinformatics 14 2017 )ISSN: 1613-4516 10.1515/jib-2017-0015 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 )https://www.researchgate.net/publication/319939522_Moisture_sensor_for_gravitation_dependent_plant_watering 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 IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control 64 2017 ), p. 1234 - 1244 ISSN: 0885-3010 10.1109/TUFFC.2017.2718513 Download Martindale C. Hönig FT. , Strohrmann C. , Eskofier B. Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models Sensors 17 2017 )ISSN: 1424-8220 10.3390/s17102328 http://www.mdpi.com/1424-8220/17/10/2328 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 10.1109/EMBC.2017.8037062 https://www.mad.tf.fau.de/files/2018/09/embc2017_martindale.pdf 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 10.1007/978-3-319-66399-9_18 https://faui1-files.cs.fau.de/filepool/publications/esorics2017_privacy_room_climate.pdf 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 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Nitschke17-SKF-talk.pdf 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 Frontiers in Aging Neuroscience 9 2017 ), p. 316 ISSN: 1663-4365 10.3389/fnagi.2017.00316 https://www.frontiersin.org/articles/10.3389/fnagi.2017.00316/full Download Rico Olarte C. :User Experience Evaluation Methods in Games for Children with Cognitive Disabilities: A Systematic Review Download Rico Olarte C. :User experience evaluations in rehabilitation video games for children: a systematic mapping of the literature Download Rico Olarte C. , López DM. , Narvaez S. , Farinango CD. , Pharow PS. :HapHop-Physio: a computer game to support cognitive therapies in children Psychology Research and Behavior Management 10 2017 ), p. 209–217 ISSN: 1179-1578 10.2147/PRBM.S130998 Download Ring M. Lohmueller C. , Rauh M. , Mester J. , Eskofier B. Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise IEEE Journal of Biomedical and Health Informatics 21 2017 ), p. 1306-1314 ISSN: 2168-2194 10.1109/JBHI.2016.2598854 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 PLoS ONE 12 2017 )ISSN: 1932-6203 10.1371/journal.pone.0183989 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 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 Neurorehabilitation and Neural Repair 31 2017 ), p. 758-768 ISSN: 1545-9683 10.1177/1545968317721976 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 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 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 10.1145/3121283.3121285 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 https://papers.nips.cc/paper/2017/file/194cf6c2de8e00c05fcf16c498adc7bf-Paper.pdf 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 International Journal of Computational Science and Engineering 2017 ), p. 1-18 ISSN: 1742-7185 10.1504/ijcse.2017.10013365 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 Computer and Information Science 2017 ), p. 34-47 ISSN: 1913-8989 10.5539/cis.v10n1p34 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 Muscle, Ligaments and Tendons Journal 6 2016 ), p. 228-235 ISSN: 2240-4554 10.11138/mltj/2016.6.2.228 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 10.1145/2968219.2968571 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 10.1145/2971763.2971778 Download Núñez-Nava, Orozco-Sánchez, López, Ceron, Alvarez-Rosero:Human-Centered Development of an Online Social Network for Metabolic Syndrome Management. Download Ceron, Lopez:Towards a Personal Health Record System for the Assesment and Monitoring of Sedentary Behavior in Indoor Locations. 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 10.5430/jbei.v3n1p10 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 )Download Duits R. , Janssen MHJ. , Hannink J. Sanguinetti GR. :Locally Adaptive Frames in the Roto-Translation Group and Their Applications in Medical Imaging Journal of Mathematical Imaging and Vision 2016 ), p. 1-36 ISSN: 1573-7683 10.1007/s10851-016-0641-0 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 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 CLEI Electronic Journal 2016 ), p. 1-22 ISSN: 0717-5000 10.19153/cleiej.19.1.1 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 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 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 10.1145/2968219.2968572 Download Groh B. Flaschka J. , Wirth M. Kautz T. Fleckenstein M. , Eskofier B. Wearable Real-Time Skateboard Trick Visualization and Its Community Perception IEEE Computer Graphics and Applications 36 2016 ), p. 12 - 18 ISSN: 0272-1716 10.1109/MCG.2016.95 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 10.1109/BSN.2016.7516238 https://www.mad.tf.fau.de/files/2017/06/2016-Groh-BSN-WTC.pdf 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 Download Heinzerling L. , Kirchberger MC. , Walter L. Schuler G. :Predicting the response to anti-PD1 therapy in metastatic melanoma TRANSLATIONAL CANCER RESEARCH 5 2016 ), p. S576-S579 ISSN: 2218-676X 10.21037/tcr.2016.09.40 Download Jensen U. , Blank P. Kugler P. , Eskofier B. Unobtrusive and Energy-Efficient Swimming Exercise Tracking Using On-Node Processing IEEE Sensors Journal 16 2016 ), p. 3972-3980 ISSN: 1530-437X 10.1109/JSEN.2016.2530019 Download Jensen U. , Kugler P. , Ring M. Eskofier B. Approaching the accuracy-cost conflict in embedded classification system design Pattern Analysis and Applications 19 2016 ), p. 839-855 ISSN: 1433-7541 10.1007/s10044-015-0503-1 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 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 )https://www.mad.tf.fau.de/files/2017/06/2016-Kautz-FUSION-AMM.pdf 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 10.1109/ICSENS.2016.7808736 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 Gait & Posture 50 2016 ), p. 102-108 ISSN: 0966-6362 10.1016/j.gaitpost.2016.08.020 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 Advanced Engineering Forum 19 2016 ), p. 149-155 ISSN: 2234-9898 10.4028/www.scientific.net/AEF.19.149 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 )10.3205/16dkou721 Download Koelewijn A. van den Bogert AJ. :Joint contact forces can be reduced by improving joint moment symmetry in below-knee amputee gait simulations Gait & Posture 49 2016 ), p. 219 - 225 ISSN: 0966-6362 https://www.sciencedirect.com/science/article/abs/pii/S0966636216301448 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 10.1145/2901739.2901749 http://dl.acm.org/citation.cfm?id=2901749 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 Download Lochmann M. , Czyz T. , Völker M. , Poimann D. , Witt N. Technologiegestützte Analyse von Passdynamik, Passpräzision und Ballverarbeitungsdauer Frankfurt 2016 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 )https://meetingorganizer.copernicus.org/EGU2016/EGU2016-13805.pdf?pdf/https://meetingorganizer.copernicus.org/EGU2016/EGU2016-13805.pdf?pdf 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 10.1145/2968219.2968583 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 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 Retina (Philadelphia, Pa.) 32 2016 ), p. S118-S126 ISSN: 1539-2864 10.1097/IAE.0000000000001328 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 Anticancer Research 36 2016 ), p. 899-905 ISSN: 0250-7005 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 10.1109/EMBC.2016.7591358 https://www.mad.tf.fau.de/files/2017/06/2016-Reymann-EMBC-BGL.pdf 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 10.1109/BSN.2016.7516257 https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf Download Rico Olarte C. :Framework for data model to personalized health systems Download Ring M. Eskofier B. An approximation of the Gaussian RBF kernel for efficient classification with SVMs Pattern Recognition Letters 84 2016 ), p. 107–113 ISSN: 0167-8655 10.1016/j.patrec.2016.08.013 Download Ring M. Lohmüller C. , Rauh M. , Mester J. , Eskofier B. A Temperature-Based Bioimpedance Correction for Water Loss Estimation During Sports IEEE Journal of Biomedical and Health Informatics 20 2016 ), p. 1477-1484 ISSN: 2168-2194 10.1109/JBHI.2015.2466076 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 )10.1109/TISHW.2016.7847770 https://www.mad.tf.fau.de/files/2017/06/2016-Saffoury-BPO.pdf 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 Retina (Philadelphia, Pa.) 36 2016 ), p. S93-S101 ISSN: 1539-2864 10.1097/IAE.0000000000001288 https://www.ncbi.nlm.nih.gov/pubmed/28005667 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 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schroeder16-ANM.pdf 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 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Schroeder16-TRC.pdf 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 10.1145/2971763.2971772 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 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 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 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 Machine Vision and Applications 2016 ), p. 1-19 ISSN: 1432-1769 10.1007/s00138-016-0771-9 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 10.1109/BSN.2016.7516259 http://ieeexplore.ieee.org/document/7516259/ 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 10.1145/2901790.2901867 http://dl.acm.org/citation.cfm?doid=2901790.2901867 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 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wetzl16-FSF.pdf 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 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 10.18420/muc2016-mci-0228 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 10.1145/2971763.2971784 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 Concurrency and Computation-Practice & Experience 28 2016 ), p. 1548-1571 ISSN: 1532-0626 10.1002/cpe.3710 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 IEEE Transactions on Cloud Computing 4 2016 ), p. 6-19 ISSN: 2168-7161 10.1109/TCC.2015.2424876 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 Scalable Computing : Practice and Experience 17 2016 ), p. 13-32 ISSN: 1895-1767 10.12694/scpe.v17i1.1147 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 Sensors 15 2015 ), p. 6419-6440 ISSN: 1424-8220 10.3390/s150306419 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 10.1145/2802083.2802087 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 10.1109/EMBC.2015.7319777 https://www.mad.tf.fau.de/files/2017/06/2015-Cibis-EMBC-WRE.pdf 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 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 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 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Eischer15-EET.pdf 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 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 10.1109/CLEI.2015.7359987 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 10.1109/BSN.2015.7299375 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 10.1109/EMBC.2015.7318414 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 10.1109/BSN.2015.7299376 https://www.mad.tf.fau.de/files/2017/06/2015-Groh-BSN-PDS.pdf Download Groh B. Kautz T. Schuldhaus D. Eskofier B. IMU-based Trick Classification in Skateboarding Workshop on Large-Scale Sports Analytics (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining) (Sydney, Australia https://www.mad.tf.fau.de/files/2017/06/2015-Groh-KDD_LSSA-ITC.pdf Download Hauer R. , Eskofier B. Barth J. , Klucken J. , Reinfelder S. , Klucken J. :Timed Up-and-Go phase segmentation in Parkinson's disease patients using unobtrusive inertial sensors Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2015-November 2015 ), p. 5171-5174 ISSN: 1557-170X 10.1109/EMBC.2015.7319556 Download Hebenstreit F. , Leibold A. , Krinner S. , Welsch G. , Lochmann M. , Eskofier B. Effect of walking speed on gait sub phase durations Human Movement Science 43 2015 ), p. 118-24 ISSN: 0167-9457 10.1016/j.humov.2015.07.009 https://www.mad.tf.fau.de/files/2020/12/hebenstreit_2015_hms_proof2.pdf Download Hebenstreit F. , Leibold A. , Krinner S. , Welsch G. , Lochmann M. , Eskofier B. Speed modelling of relative gait phase durations. XXV Congress of the International Society of Biomechanics (Glasgow 12. July 2015 - 16. July 2015 )In: XXV Congress of the International Society of Biomechanics 2015 Download Heldberg B. , Kautz T. Leutheuser H. Hopfengärtner R. , Kasper B. , Eskofier B. Using wearable sensors for semiology-independent seizure detection - towards ambulatory monitoring of epilepsy Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual Conference (Milan, Italy Download Herberz C. , Klucken J. , Eskofier B. Mobiles Ganglabor: Sensorbasierte Ganganalyse optimiert Diagnostik und Therapiemonitoring bei Bewegungserkrankungen Solingen medical future verlag 2015 ISBN: 3981400593 Download Huppert V. , Paulus J. , Paulsen U. , Burkart M. , Wullich B. , Eskofier B. Quantification of Nighttime Micturition with an Ambulatory Sensor-Based System IEEE Journal of Biomedical and Health Informatics 2015 )ISSN: 2168-2194 10.1109/JBHI.2015.2421487 Download Jensen U. , Leutheuser H. Hofmann S. , Schüpferling B. , Suttner G. , Seiler K. , Kornhuber J. , Eskofier B. A wearable real-time activity tracker Biomedical Engineering Letters 5 2015 ), p. 147-157 ISSN: 2093-9868 Download Kautz T. Eskofier B. A Robust Kalman Framework with Resampling and Optimal Smoothing Sensors 15 2015 ), p. 4975 - 4995 ISSN: 1424-8220 https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Kautz15-ARK.pdf Download Kautz T. Groh B. Eskofier B. Sensor fusion for multi-player activity recognition in game-sports Workshop on Large-Scale Sports Analytics (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining) (Sydney, Australia https://www.mad.tf.fau.de/files/2017/06/2015-Kautz-KDD_LSSA-SFM.pdf Download Klamroth S. , Steib S. , Gaßner H. , Winkler J. , Eskofier B. Klucken J. , Pfeifer K. :Acute effects of a novel treadmill device on gait and postural control in patients with Parkinson’s disease ISPGR World Congress (Sevilla 28. June 2015 - 2. July 2015 )Download Klamroth S. , Steib S. , Gaßner H. , Winkler J. , Eskofier B. Klucken J. , Pfeifer K. :Akute Anpassungen des Gangbildes und Gleichgewichts an ein sensomotorisches Laufbandtraining bei Patienten mit Morbus Parkinson In: Könecke, T., Preuß, H. & Schöllhorn, W. (ed.): Moving Minds - Crossing Boundaries in Sport Science Hamburg Czwalina 2015 Download Klucken J. , Friedl KE. , Eskofier B. Hausdorff JM. :Guest editorial: Enabling technologies for Parkinson's disease management IEEE Journal of Biomedical and Health Informatics 19 2015 ), p. 1775-1776 ISSN: 2168-2194 10.1109/JBHI.2015.2488158 Download Lang N. , Brischwein M. , Haßlmeyer E. , Tantinger D. , Feilner S. , Heinrich A. , Leutheuser H. Gradl S. Weigand C. , Eskofier B. Struck M. :Filter and Processing Method to Improve R-Peak Detection for ECG Data with Motion Artefacts from Wearable Systems Computing in Cardiology (Nice, France 6. September 2015 - 9. September 2015 )In: Computing in Cardiology 2015 2015 10.1109/CIC.2015.7411061 Download Leutheuser H. Tobola A. , Anneken L. , Gradl S. Lang N. , Achenbach S. , Eskofier B. Arnold M. :Arrhythmia classification using RR intervals: Improvement with sinusoidal regression feature 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA 9. June 2015 - 12. June 2015 )In: 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2015 10.1109/BSN.2015.7299371 Download Löffler C. Mutschler C. Philippsen M. :Approximative Event Processing on Sensor Data Streams (Best Poster and Demostration Award) 9th ACM International Conference on Distributed Event-Based Systems (DEBS'15) (Oslo 29. June 2015 - 3. July 2015 )In: Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (DEBS'15) 2015 10.1145/2675743.2776767 http://www2.informatik.uni-erlangen.de/publication/download/DEBS2015.pdf Download Meinzer S. , Prenninger J. , Vesel P. , Kornhuber J. , Volmer J. , Hornegger J. , Eskofier B. Translating satisfaction determination from health care to the automotive industry Service Business 06 2015 ), p. 1-35 ISSN: 1862-8516 10.1007/s11628-015-0284-z Download Michelson G. , Schoemann J. , Paulus J. , Lochmann M. :Messung der „visuellen Performance“ hinsichtlich des 3D-Sehens Jahrestagung dvs-Kommission Fußball 2015 (Erlangen Download Michelson G. , Schoemann M. , Paulus J. , Lochmann M. :Visuell-motorisches Sehtraining verbessert 3D-Sehvermögen bei Torhütern Tagungsband, Jahrestagung dvs-Kommission Fußball 2015 (Erlangen Download Mullan P. , Kanzler C. , Lorch B. , Schroeder L. , Winkler L. , Larissa L. , Riedel F. , Richer R. Luckner C. , Leutheuser H. Eskofier B. Pasluosta CF. :Unobtrusive Heart Rate Estimation during Physical Exercise using Photoplethysmographic and Acceleration Data 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 (Milano In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 2015 Download Murtaza A. , Herre J. , Paulus J. , Terentiv L. , Fuchs H. , Disch S. :ISO/MPEG-H 3D Audio: SAOC-3D Decoding and Rendering 139th Audio Engineering Society International Convention, AES 2015 (New York, NY, USA 29. October 2015 - 1. November 2015 )In: 139th Audio Engineering Society International Convention, AES 2015 2015 Download Niebauer M. , Pasluosta CF. , Varma N. :Frequency analysis tool for cardiac resynchronization. US Patent US9204815 B2 2015 )Download Pasluosta CF. , Barth J. , Gaßner H. , Klucken J. , Eskofier B. Pull Test Estimation in Parkinson's Disease Patients using Wearable Sensor Technology 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 (Milano In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 2015 Download Pasluosta CF. , Barth J. , Gaßner H. , Winkler J. , Klucken J. , Eskofier B. Postural Instability Inference in Parkinson's Disease Patients Using Wearable Sensors 88th Congress of the Deutschen Gesellschaft für Neurologie mit Fortbildungsakademie (DGN) (Düsseldorf In: 88th Congress of the Deutschen Gesellschaft für Neurologie mit Fortbildungsakademie (DGN) 2015 Download Pasluosta CF. , Gaßner H. , Winkler J. , Klucken J. , Eskofier B. An Emerging Era in the Management of Parkinson's disease: Wearable Technologies and the Internet of Things IEEE Journal of Biomedical and Health Informatics 19 2015 ), p. 1873-1881 ISSN: 2168-2194 10.1109/JBHI.2015.2461555 Download Pasluosta CF. , Gaßner H. , Winkler J. , Klucken J. , Eskofier B. Parkinson’s disease as a Working Model for Global Healthcare Restructuration: The Internet of Things and Wearables Technologies 5th EAI International Conference on Wireless Mobile Communication and Healthcare (London In: 5th EAI International Conference on Wireless Mobile Communication and Healthcare 2015 Download Paulus J. , Herre J. , Murtaza A. , Terentiv L. , Fuchs H. , Disch S. , Ridderbusch F. :MPEG-D Spatial Audio Object Coding for Dialogue Enhancement (SAOC-DE) 138th Audio Engineering Society Convention, AES 2015 (Warsaw 7. May 2015 - 10. May 2015 )In: 138th Audio Engineering Society Convention 2015 2015 Download Quast M. , Hebenstreit F. , Lochmann M. :Biomechanical efficacy profile of different shoe sole constructions Download Richer R. Maiwald T. , Pasluosta CF. , Hensel B. , Eskofier B. Novel Human Computer Interaction Principles for Cardiac Feedback using Google Glass and Android Wear 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, MA 9. June 2015 - 12. June 2015 )In: IEEE (ed.): 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2015 10.1109/BSN.2015.7299363 