Björn Eskofier
Prof. Dr. Björn Eskofier
- Since 03/2017
DFG-Heisenberg Professor and Head of the Machine Learning and Data Analytics Lab at the FAU - 2016
Visiting Professor in the Motion Analysis Lab at the Harvard Medical School - 2011 – 2017
Assistant Professor and Head of the Digital Sports Group at the Pattern Recognition Lab at the FAU - 2010
Freelancing as classification software developer for the adidas AG - 2008 – 2010
Ph.D. student in the Human Performances Lab of the University of Calgary. Supervisor: Dr. Benno Nigg - 2006 – 2008
Member of the research staff of the Pattern Recognition Lab in the Digital Sports Group - 2000 – 2006
Studies at FAU, Germany
“Electrical Engineering”
Please visit the lab’s project overview
2024
Does acute stress exposure change gait patterns?
In: Psychoneuroendocrinology 160 (2024), Article No.: 106818
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106818
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From patches to objects: exploiting spatial reasoning for better visual representations
In: Discover Applied Sciences 6 (2024), Article No.: 232
ISSN: 3004-9261
DOI: 10.1007/s42452-024-05894-2
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EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3420241
URL: https://ieeexplore.ieee.org/document/10577086
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A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis
In: Digital Health 10 (2024)
ISSN: 2055-2076
DOI: 10.1177/20552076241234627
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How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
International Joint Conference on Neural Networks (IJCNN) (Yokohama, 30. June 2024 - 5. July 2024)
DOI: 10.1109/IJCNN60899.2024.10650421
URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421
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Invisible Sensing: Radar-based Biomonitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-2
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3409086
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Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management
2024 Nordic Conference on Human-Computer Interaction (Uppsala, 13. October 2024 - 16. October 2024)
In: NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, New York City: 2024
DOI: 10.1145/3677045.3685447
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Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital
In: International Journal of Medical Informatics 192 (2024), Article No.: 105636
ISSN: 1386-5056
DOI: 10.1016/j.ijmedinf.2024.105636
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Complementary App-Based Yoga Home Exercise Therapy for Patients With Axial Spondyloarthritis: Usability Study
In: JMIR Formative Research 8 (2024), Article No.: e57185
ISSN: 2561-326X
DOI: 10.2196/57185
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Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia
In: European Journal of Neurology (2024)
ISSN: 1351-5101
DOI: 10.1111/ene.16367
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Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings
In: Physiological Measurement (2024)
ISSN: 0967-3334
DOI: 10.1088/1361-6579/ad4952
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An Anger-based Approach-Avoidance Modification Training Targeting Dysfunctional Beliefs in Adults with Elevated Stress – Results from a Randomized Controlled Pilot Study
In: International Journal of Cognitive Therapy (2024)
ISSN: 1937-1209
DOI: 10.1007/s41811-024-00218-z
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Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
In: Scientific Reports 14 (2024), Article No.: 1754
ISSN: 2045-2322
DOI: 10.1038/s41598-024-51766-5
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The Impact of Random Models on Standardized Clustering Similarity
In: IEEE Access (2024)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3507133
URL: https://ieeexplore.ieee.org/document/10769363
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Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
In: JMIR Formative Research 8 (2024), Article No.: e50035
ISSN: 2561-326X
DOI: 10.2196/50035
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A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3397208
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Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey
In: BMC Geriatrics 24 (2024), Article No.: 347
ISSN: 1471-2318
DOI: 10.1186/s12877-024-04913-6
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f-TSST+: An extension to the friendly Trier Social Stress Test that enables better behavioral comparability during acute psychosocial stress
In: Psychoneuroendocrinology 160 (2024), Article No.: 106862
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106862
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Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
DOI: 10.1109/OJEMB.2024.3356791
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Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures
In: IEEE Sensors Journal (2024), p. 1-1
ISSN: 1530-437X
DOI: 10.1109/JSEN.2024.3423374
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Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion
In: PLoS ONE 19 (2024), p. e0312268
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0312268
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The Influence of Gamification on Motivation and Cardiac Variables in Soccer
29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK, 2. July 2024 - 5. July 2024)
In: Book of Abstracts of the 29th Annual Congress of the European College of Sport Science 2024
URL: https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf
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A digital twin to overcome long-time challenges in photovoltaics
In: Joule 8 (2024), p. 1-17
ISSN: 2542-4351
DOI: 10.1016/j.joule.2023.12.010
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MANAGEMENT BY DIGITAL RESPONSIBILITY IN HEALTH ORGANIZATIONS
9th International Conference on Big Data Analytics, Data Mining and Computational Intelligence, BigDaCI 2024, the 10th International Conference on Connected Smart Cities, CSC 2024 and the 16th International Conference on e-Health, EH 2024, Part of the 18th Multi Conference on Computer Science and Information Systems 2024, MCCSIS 2024 (Budapest, HUN, 13. July 2024 - 15. July 2024)
In: Ajith Abraham, Guo Chao Peng, Pedro Isaias, Pedro Isaias (ed.): Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2024, BigDaCI 2024; Connected Smart Cities 2024, CSC 2024; and e-Health 2024, EH 2024 2024
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Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5)
In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 71
ISSN: 1743-0003
DOI: 10.1186/s12984-024-01361-6
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Can HCI Lead the Way? Workshop on Exploring Conscious AI
In: Mensch und Computer - Workshopband 2024, Gesellschaft für Informatik e.V., 2024
DOI: 10.18420/muc2024-mci-ws12-113
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(Conference report)
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End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data
Asilomar Conference on Signals, Systems, and Computers
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Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception
In: BMC Pregnancy and Childbirth 24 (2024), Article No.: 782
ISSN: 1471-2393
DOI: 10.1186/s12884-024-06959-1
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Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations
In: Frontiers in Bioengineering and Biotechnology 12 (2024)
ISSN: 2296-4185
DOI: 10.3389/fbioe.2024.1285845
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Sensory evaluation of axillary odour samples of younger and older adults by a trained panel
In: Flavour and Fragrance Journal 39 (2024), p. 3-9
ISSN: 0882-5734
DOI: 10.1002/ffj.3762
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Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP)
In: BMJ Open 14 (2024), p. e081317-
ISSN: 2044-6055
DOI: 10.1136/bmjopen-2023-081317
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CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment
In: Psychoneuroendocrinology 160 (2024), Article No.: 106845
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106845
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Machine learning-based detection of acute psychosocial stress from body posture and movements
In: Scientific Reports 14 (2024), Article No.: 8251
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59043-1
URL: https://www.nature.com/articles/s41598-024-59043-1
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- Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress
In: Psychoneuroendocrinology 160 (2024), p. 106870
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106870
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Lower Vagal Response to the Cold Face Test during Acute Psychosocial Stress is Associated with Higher Cortisol Reactivity
In: Psychoneuroendocrinology 160 (2024), Article No.: 106871
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106871
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Validation of the Virtual Reality Stroop Room: Effects of inhibiting interfering information under time-pressure and task-switching demands
In: Computers in Human Behavior Reports 16 (2024), Article No.: 100497
ISSN: 2451-9588
DOI: 10.1016/j.chbr.2024.100497
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The Impact of a Deceptive Virtual Agent on Stress Markers in the Virtual Reality Stroop Room
In: Psychoneuroendocrinology 160 (2024), p. 106852
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106852
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The Short Stress State Questionnaire in German (SSSQ-G)
In: European Journal of Health Psychology 31 (2024), p. 189-200
ISSN: 2512-8442
DOI: 10.1027/2512-8442/a000160
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Assessing the Performance of Remaining Time Prediction Methods for Business Processes
In: IEEE Access (2024), p. 1-19
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3459648
URL: https://ieeexplore.ieee.org/abstract/document/10679137
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Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring
BPM: International Conference on Business Process Management (Krakow, 1. September 2024 - 6. September 2024)
In: Andrea Marrella, Manuel Resinas, Mieke Jans, Michael Rosemann (ed.): Business Process Management, 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings, Cham: 2024
DOI: 10.1007/978-3-031-70396-6
URL: https://link.springer.com/book/10.1007/978-3-031-70396-6
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Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task
In: Forecasting 6 (2024), p. 718-747
ISSN: 2571-9394
DOI: 10.3390/forecast6030037
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Enhancing unsupervised outlier model selection: A study on ireos algorithms
In: ACM Transactions on Knowledge Discovery from Data 18 (2024), Article No.: 178
ISSN: 1556-4681
DOI: 10.1145/3653719
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Realtime Laser Beam Steering and Calibration Method for Coherent Biomedical Distance and Motion Sensing
CLEO: Science and Innovations in CLEO 2024, CLEO: S and I 2024 - Part of Conference on Lasers and Electro-Optics (Charlotte, NC, USA, 5. May 2024 - 10. May 2024)
In: CLEO: Science and Innovations, CLEO: S and I 2024 in Proceedings CLEO 2024, Part of Conference on Lasers and Electro-Optics 2024
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Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data
International Conference on Computational Science 2024
In: Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M.A. (ed.): Computational Science -- ICCS 2024, Cham: 2024
DOI: 10.1007/978-3-031-63772-8_22
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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)
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A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing
In: Frontiers in Neuroscience 18 (2024)
ISSN: 1662-4548
DOI: 10.3389/fnins.2024.1393749
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Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks
In: IEEE Transactions on Biomedical Engineering (2024), p. 1-12
ISSN: 0018-9294
DOI: 10.1109/TBME.2024.3432800
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A direct spinal cord–computer interface enables the control of the paralysed hand in spinal cord injury
In: Brain 147 (2024), p. 3583-3595
ISSN: 0006-8950
DOI: 10.1093/brain/awae088
URL: https://academic.oup.com/brain/advance-article/doi/10.1093/brain/awae088/7631714
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Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization
In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024)
ISSN: 2832-7322
Open Access: https://ieeexplore.ieee.org/abstract/document/10526425
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Velocity-Based Channel Charting with Spatial Distribution Map Matching
In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024), p. 1-10
ISSN: 2832-7322
DOI: 10.1109/JISPIN.2024.3424768
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Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
In: Stress and Health (2024), Article No.: e3384
ISSN: 1532-2998
DOI: 10.1002/smi.3384
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Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review
In: Frontiers in Bioengineering and Biotechnology 12 (2024)
ISSN: 2296-4185
DOI: 10.3389/fbioe.2024.1386874
URL: https://www.frontiersin.org/articles/10.3389/fbioe.2024.1386874
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From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care
2024 Mensch und Computer, MuC 2024 (Karlsruhe, DEU, 1. September 2024 - 4. September 2024)
In: ACM International Conference Proceeding Series 2024
DOI: 10.1145/3670653.3670665
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Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning
In: Ecological Informatics (2024), p. 102840
ISSN: 1574-9541
DOI: 10.1016/j.ecoinf.2024.102840
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2023
Aligning Federated Learning with Existing Trust Structures in Health Care Systems
In: International Journal of Environmental Research and Public Health 20 (2023), Article No.: 5378
ISSN: 1661-7827
DOI: 10.3390/ijerph20075378
URL: https://www.mdpi.com/1660-4601/20/7/5378
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Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia, 18. June 2023 - 23. June 2023)
In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023
DOI: 10.1109/IJCNN54540.2023.10191724
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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), New York City: 2023
DOI: 10.1109/BHI58575.2023.10313506
URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
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A Wireless Joint Communication and Localization EMG-Sensing Concept for Movement Disorder Assessment
In: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology (2023), p. 1--10
ISSN: 2469-7249
DOI: 10.1109/JERM.2023.3321974
URL: https://ieeexplore.ieee.org/document/10286030
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Non-invasive estimation of muscle fibre size from high-density electromyography
In: The Journal of Physiology (2023)
ISSN: 0022-3751
DOI: 10.1113/JP284170
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Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology
In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 2656-2659
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3274977
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The Forces Generated by Agonist Muscles during Isometric Contractions Arise from Motor Unit Synergies
In: The Journal of Neuroscience 43 (2023), p. 2860-2873
ISSN: 1529-2401
DOI: 10.1523/JNEUROSCI.1265-22.2023
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Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach
In: Evolutionary Intelligence (2023)
ISSN: 1864-5909
DOI: 10.1007/s12065-023-00878-4
URL: https://link.springer.com/article/10.1007/s12065-023-00878-4
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Artificial intelligence trend analysis in German business and politics: a web mining approach
In: International Journal of Data Science and Analytics (2023), p. 1-22
ISSN: 2364-415X
DOI: 10.1007/s41060-023-00483-9
URL: https://link.springer.com/article/10.1007/s41060-023-00483-9
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Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine
DOI: 10.1146/annurev-bioeng-110220-030247
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Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
Mensch und Computer 2023 (Rapperswil, 3. September 2023 - 6. September 2023)
In: Workshopband 2023
DOI: 10.18420/muc2023-mci-ws14-117
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Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review
In: Oncologist (2023)
ISSN: 1083-7159
DOI: 10.1093/oncolo/oyad217
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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)
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Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340336
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Real world evidence (RWE) in phytotherapy: Perspectives for the development of a registry for phytopharmaceuticals Real World Evidence (RWE) in der Phytotherapie: Perspektiven für den Aufbau eines Registers zur Nutzung von Phytopharmaka
In: Zeitschrift für Allgemeinmedizin (2023)
ISSN: 1433-6251
DOI: 10.1007/s44266-023-00021-7
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Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study
In: Frontiers in Ecology and Evolution 11 (2023), Article No.: 1107463
ISSN: 2296-701X
DOI: 10.3389/fevo.2023.1107463
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Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis
In: International Journal of Medical Informatics 177 (2023), Article No.: 105145
ISSN: 1386-5056
DOI: 10.1016/j.ijmedinf.2023.105145
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Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study
In: Pilot and Feasibility Studies 9 (2023), Article No.: 155
ISSN: 2055-5784
DOI: 10.1186/s40814-023-01386-z
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p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans, 10. December 2023 - 16. December 2023)
In: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine (ed.): Advances in Neural Information Processing Systems 36 2023
Open Access: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
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FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
AAAI 2023 (Washington, D.C., 7. February 2023 - 14. February 2023)
In: Proceedings of the AAAI Conference on Artificial Intelligence, 37(7) 2023
DOI: 10.1609/aaai.v37i7.26003
URL: https://ojs.aaai.org/index.php/AAAI/article/view/26003
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Inertial sensor acquired foot elevation parameters validated by Motion capture in a cohort of patients with Hereditary Spastic Paraplegias
In: Gait & Posture 100 (2023), p. 79-80
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2022.11.071
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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)
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tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation
In: Journal of Open Source Software 8 (2023), p. 4953
ISSN: 2475-9066
DOI: 10.21105/joss.04953
URL: https://joss.theoj.org/papers/10.21105/joss.04953
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The Influence of Protective Equipment on Performance in Ice Hockey
XXIX Conference of the International Society of Biomechanics (ISB) (Fukuoka, 30. July 2023 - 3. August 2023)
In: ISB Program & Abstract Book 2023
URL: https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9
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Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia
In: Annals of Clinical and Translational Neurology 10 (2023)
ISSN: 2328-9503
DOI: 10.1002/acn3.51725
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Active Learning of Ordinal Embeddings: A User Study on Football Data
In: Transactions on Machine Learning Research (2023), p. 1-26
ISSN: 2835-8856
Open Access: https://openreview.net/pdf?id=oq3tx5kinu
URL: https://openreview.net/forum?id=oq3tx5kinu
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Homogeneous Soil Moisture Sensor with High Repeatability for Different Soil Depths
Sensor and Measurement Science International 2023 (Nuremberg, Germany, 8. May 2023 - 11. May 2023)
DOI: 10.5162/smsi2023/p32
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, , , :
Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion
In: Biomedical Signal Processing and Control 86 (2023), Article No.: 105178
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2023.105178
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, , , :
Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
In: Scientific Reports 13 (2023), Article No.: 16307
ISSN: 2045-2322
DOI: 10.1038/s41598-023-43373-7
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, , , , , , , , , :
Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
In: Scientific Reports 13 (2023), p. 13167-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-40263-w
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Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 78
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01198-5
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, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , :
Monitoring medication optimization in patients with Parkinson’s disease
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Sydney, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/embc40787.2023.10340618
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Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data
In: npj Digital Medicine 6 (2023), Article No.: 189
ISSN: 2398-6352
DOI: 10.1038/s41746-023-00935-3
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WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340204
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, , , , , , , , , :
Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study
In: JMIR Pediatrics and Parenting 6 (2023), Article No.: e50765
ISSN: 2561-6722
DOI: 10.2196/50765
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Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data
In: PeerJ (2023)
ISSN: 2167-8359
DOI: 10.7717/peerj.14852
URL: https://peerj.com/articles/14852/
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, , , , :
Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study
In: JMIR Formative Research 7 (2023), Article No.: e47426
ISSN: 2561-326X
DOI: 10.2196/47426
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VoStress – Voice-based Detection of Acute Psychosocial Stress
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313458
URL: https://www.mad.tf.fau.de/files/2023/12/oesten23_stress_detection_voice.pdf
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, , , , :
Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning
In: Orphanet Journal of Rare Diseases 18 (2023), Article No.: 249
ISSN: 1750-1172
DOI: 10.1186/s13023-023-02854-8
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ADABase: A Multimodal Dataset for Cognitive Load Estimation
In: Sensors 23 (2023)
ISSN: 1424-8220
DOI: 10.3390/s23010340
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, , , , , , :
Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care
In: Journal of Clinical Medicine 12 (2023), Article No.: 4224
ISSN: 2077-0383
DOI: 10.3390/jcm12134224
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Federated electronic health records for the European Health Data Space
In: The Lancet Digital Health 5 (2023), p. e840-e847
ISSN: 2589-7500
DOI: 10.1016/S2589-7500(23)00156-5
URL: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00156-5/fulltext
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Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things
In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 5213-5215
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3322052
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, , , , :
CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling
In: Psychoneuroendocrinology 151 (2023), p. 106073
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106073
URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
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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)
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Stroop, Stress, and VR: Developing the Virtual Reality Stroop Room
Würtual Reality XR Meeting (Würzburg, 11. April 2023 - 13. April 2023)
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Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud
In: Health and Technology (2023)
ISSN: 2190-7188
DOI: 10.1007/s12553-023-00753-3
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, , , , , , :
Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
In: Frontiers in Neurology 14 (2023), Article No.: 1247532
ISSN: 1664-2295
DOI: 10.3389/fneur.2023.1247532
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, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , :
Efficacy of a smartphone-based reappraisal training against depression and benefits of enhancing it with facial expression
Society for Psychotherapie Research 54th International Annual Meeting (Dublin)
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Sadness-Based Approach-Avoidance Modification Training for Subjective Stress in Adults: Pilot Randomized Controlled Trial
In: JMIR Formative Research 7 (2023), p. e50324
ISSN: 2561-326X
DOI: 10.2196/50324
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, , , , , , :
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023 (Pittsburgh, PA, USA, 15. October 2023 - 18. October 2023)
In: IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313367
URL: https://ieeexplore.ieee.org/document/10313367
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A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
In: Frontiers in Bioengineering and Biotechnology 11 (2023), Article No.: 1143248
ISSN: 2296-4185
DOI: 10.3389/fbioe.2023.1143248
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An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems
In: Sensors 23 (2023)
ISSN: 1424-8220
DOI: 10.3390/s23083798
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, , , , , :
Exploring misclassifications of robust neural networks to enhance adversarial attacks
In: Applied Intelligence (2023)
ISSN: 0924-669X
DOI: 10.1007/s10489-023-04532-5
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, , , , :
Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator
2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US, 21. June 2023 - 26. June 2023)
In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023
DOI: 10.1109/RadarConf2351548.2023.10149641
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EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors
In: Sensors 23 (2023), Article No.: 6565
ISSN: 1424-8220
DOI: 10.3390/s23146565
URL: https://www.mdpi.com/1424-8220/23/14/6565
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, , , , , :
Improving the Robustness of IMU-based Sit-To-Stand Detection during Simulated Real-World Activities for Different Sensor Positions
IEEE Biomedical and Health Informatics Conference (Pittsburgh, 15. October 2023 - 18. October 2023)
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, , , , :
Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model
ISPGR World Congress 2023 (Brisbane, 9. July 2023 - 13. July 2023)
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Methods for integrating postural control into biomechanical human simulations: a systematic review
In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 111
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01235-3
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, , , , , , , , , :
Uncertainty-based Fingerprinting Model Selection for Radio Localization
13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25. September 2023 - 28. September 2023)
In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
DOI: 10.1109/IPIN57070.2023.10332531
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, , , , :
Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach
In: IEEE Transactions on Machine Learning in Communications and Networking 1 (2023), p. 1-15
ISSN: 2831-316X
DOI: 10.1109/TMLCN.2023.3256964
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, , , , :
Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data.
In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 319-328
ISSN: 2168-2194
DOI: 10.1109/JBHI.2022.3215921
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Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313401
URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
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, , , , , , :
Die Rätselrevolution: Automated German Crossword Solving
CLiC-it 2023 - Italian Conference on Computational Linguistics (Venice, 30. November 2023 - 2. December 2023)
In: Federico Boschetti, Gianluca E. Lebani, Bernardo Magnini, Nicole Novielli (ed.): Proceedings of the 9th Italian Conference on Computational Linguistics 2023
Open Access: https://ceur-ws.org/Vol-3596/paper54.pdf
URL: https://ceur-ws.org/Vol-3596/paper54.pdf
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PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
In: Animals 13 (2023), p. 801
ISSN: 2076-2615
DOI: 10.3390/ani13050801
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uTUG: An unsupervised Timed Up and Go test for Parkinson's disease
In: Biomedical Signal Processing and Control 81 (2023), Article No.: 104394
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2022.104394
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2022
Cross-sectional survey on researchers' experience in using accelerometers in health-related studies
In: BMJ Open Sport and Exercise Medicine 8 (2022)
ISSN: 2055-7647
DOI: 10.1136/bmjsem-2021-001286
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, , , , :
Federated Learning for Healthcare: Systematic Review and Architecture Proposal
In: ACM Transactions on Intelligent Systems and Technology (2022)
ISSN: 2157-6904
DOI: 10.1145/3501813
URL: https://dl.acm.org/doi/10.1145/3501813
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A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, 11. July 2022 - 15. July 2022)
DOI: 10.1109/EMBC48229.2022.9870914
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A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR, 11. July 2022 - 15. July 2022)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022
DOI: 10.1109/EMBC48229.2022.9870914
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Efficacy of a smartphone-based reappraisal training against depressed mood and benefits of enhancing it with facial expression–a feasibility study
Deutscher Psychotherapiekongress (Berlin, 7. June 2022 - 11. June 2022)
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Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios
In: Sensors 22 (2022)
ISSN: 1424-8220
DOI: 10.3390/s22093364
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, , , :
Human Activity Recognition based on the Fading characteristics of the On-body Channel
In: IEEE Sensors Journal (2022)
ISSN: 1530-437X
DOI: 10.1109/JSEN.2022.3159992
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, , , :
HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms
In: IEEE Internet of Things (2022)
ISSN: 2327-4662
DOI: 10.1109/JIOT.2022.3160633
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Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care
12th World Research Congress of the European Association for Palliative Care (Online, 18. May 2022 - 20. May 2022)
DOI: 10.1177/02692163221093145
URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
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, , , , , :
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care
In: IEEE Journal of Translational Engineering in Health and Medicine (2022), p. 1-9
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2022.3179147
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Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease
In: Frontiers in Neurology 13 (2022)
ISSN: 1664-2295
DOI: 10.3389/fneur.2022.788427
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EmpkinS - Empathokinästhetische Sensorik für Biofeedback bei Depression
Deutscher Psychotherapiekongress (DPK) (Berlin, 7. June 2022 - 11. June 2022)
URL: https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf
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, , , , , , , :
EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression
EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression (Freiburg, 16. June 2022 - 18. June 2022)
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, , , , , , , :
A New Labeling Approach for Proportional Electromyographic Control
In: Sensors 22 (2022), Article No.: 1368
ISSN: 1424-8220
DOI: 10.3390/s22041368
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, , , :
In Vivo Skin-Type Classification Using Millimeter-Wave Near-Field Probe Spectroscopy
2022 52nd European Microwave Conference (Milan, 27. September 2022 - 29. September 2022)
In: Institute of Electrical and Electronics Engineers (IEEE) (ed.): 2022 52nd European Microwave Conference, Milan: 2022
DOI: 10.23919/EuMC54642.2022.9924376
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Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926775
URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
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, , , , , , , , , :
Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis
In: Multiple Sclerosis and Related Disorders 58 (2022), Article No.: 103519
ISSN: 2211-0348
DOI: 10.1016/j.msard.2022.103519
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, , , , , , :
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926804
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, , , , , , , :
Eine emotionsbasierte Variante des Annäherungs-Vermeidungs-Modifikationstrainings als Maßnahme zur Reduktion erhöhten Stresserlebens: eine Pilotstudie
1. Deutscher Psychotherapiekongress (Berlin, 7. June 2022 - 11. June 2022)
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, , , , , , , , :
Machine learning-based improvement of an online rheumatology referral and triage system
In: Frontiers in Medicine 9 (2022), Article No.: 954056
ISSN: 2296-858X
DOI: 10.3389/fmed.2022.954056
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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)
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, , , , , :
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)
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, , , , :
imucal - A Python library to calibrate 6 DOF IMUs
In: Journal of Open Source Software 7 (2022), p. 4338
ISSN: 2475-9066
DOI: 10.21105/joss.04338
URL: https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf
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, , , :
The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
In: PLoS ONE 17 (2022)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0269567
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, , , , , :
Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
In: Sensors 22 (2022), p. 2560
ISSN: 1424-8220
DOI: 10.3390/s22072560
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, , , :
xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning
In: Sensors 22 (2022), Article No.: 8474
ISSN: 1424-8220
DOI: 10.3390/s22218474
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, , , , :
A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings
2022 Computing in Cardiology (CinC) (Tampere, 4. September 2022 - 7. September 2022)
In: 2022 Computing in Cardiology (CinC), New York City: 2022
DOI: 10.22489/CinC.2022.165
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, , , , , , , , :
Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
In: ACM Transactions on Intelligent Systems and Technology 13 (2022), Article No.: 6
ISSN: 2157-6904
DOI: 10.1145/3465057
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, , , , , , :
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
ISSN: 0018-9294
DOI: 10.1109/TBME.2021.3123673
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, , , , , , :
Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement
In: IEEE Transactions on Visualization and Computer Graphics (2022)
ISSN: 1077-2626
DOI: 10.1109/TVCG.2022.3150486
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, , , , :
Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy
4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina)
In: 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), NEW YORK: 2022
DOI: 10.1109/BHI56158.2022.9926873
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, , , :
The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926835
URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
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, , , , , , , :
The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
DOI: 10.1109/bhi56158.2022.9926835
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, , , , , , , :
Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
In: JMIR Formative Research 6 (2022), p. e33635
ISSN: 2561-326X
DOI: 10.2196/33635
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, , , , , , , , , :
Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation
(2022)
DOI: 10.5281/zenodo.6949012
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(anderer)
, , , , :
MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
In: Sensors 22 (2022)
ISSN: 1424-8220
DOI: 10.3390/s22155849
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, , , , , , , :
Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1)
In: European Geriatric Medicine (2022)
ISSN: 1878-7649
DOI: 10.1007/s41999-022-00646-0
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, , , , , , :
Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards?
In: European Geriatric Medicine (2022)
ISSN: 1878-7649
DOI: 10.1007/s41999-022-00629-1
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, , , , , , :
Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation
In: : 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
DOI: 10.1109/EMBC48229.2022.9871969
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, , , , , :
Inertial Gait Sensors to Measure Mobility and Functioning in Hereditary Spastic Paraplegia A Cross-sectional Multicenter Clinical Study
In: Neurology 99 (2022), p. E1079-E1089
ISSN: 0028-3878
DOI: 10.1212/WNL.0000000000200819
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, , , , , , , , , , , :
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
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, , , , , , , :
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
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, , , , :
Vagus activation by Cold Face Test reduces acute psychosocial stress responses
In: Scientific Reports 12 (2022), Article No.: 19270
ISSN: 2045-2322
DOI: 10.1038/s41598-022-23222-9
URL: https://www.nature.com/articles/s41598-022-23222-9
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, , , , :
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022), p. 283-298
ISSN: 0167-739X
DOI: 10.1016/j.future.2022.05.006
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, , , , , , , , , , , , , , :
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
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, , , , , , , :
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease
In: IEEE Journal of Biomedical and Health Informatics (2022), p. 1-9
ISSN: 2168-2194
DOI: 10.1109/JBHI.2022.3186766
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, , , , , , , , :
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)
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An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility
25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 8. October 2022 - 12. October 2022)
In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
DOI: 10.1109/ITSC55140.2022.9922205
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, , , , :
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies
25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 8. October 2022 - 12. October 2022)
In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
DOI: 10.1109/ITSC55140.2022.9922345
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, , , , :
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA, 17. July 2022 - 23. July 2022)
In: PMLR (ed.): 162 2022
Open Access: https://proceedings.mlr.press/v162/schwinn22a.html
URL: https://proceedings.mlr.press/v162/schwinn22a.html
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, , , , , , , :
Design and validation of a multi-task, multi-context protocol for real-world gait simulation
In: Journal of neuroEngineering and rehabilitation 19 (2022)
ISSN: 1743-0003
DOI: 10.1186/s12984-022-01116-1
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Neural decoding from surface high-density EMG signals: influence of anatomy and synchronization on the number of identified motor units
In: Journal of Neural Engineering 19 (2022)
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ac823d
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Advancing digital health applications: priorities for innovation in real-world evidence generation
In: The Lancet Digital Health 4 (2022), p. e200-e206
ISSN: 2589-7500
DOI: 10.1016/S2589-7500(21)00292-2
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Eye Tracking-Based Stress Classification of Athletes in Virtual Reality
In: Proceedings of the ACM on Computer Graphics and Interactive Techniques 5 (2022), p. 1-17
ISSN: 2577-6193
DOI: 10.1145/3530796
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, , , , , :
A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study
In: JMIR Formative Research 6 (2022), p. e34566
ISSN: 2561-326X
DOI: 10.2196/34566
URL: https://formative.jmir.org/2022/6/e34566
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, , , , , , , , , , , :
Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022)
ISSN: 1534-4320
DOI: 10.1109/jbhi.2022.3215921
URL: https://ieeexplore.ieee.org/document/9924545
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, , , , , , , , , :
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
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AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
ISSN: 0003-4967
DOI: 10.1136/annrheumdis-2022-eular.3069
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, , , , , , , , , , , , , , :
Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen
In: Sensors 22 (2022), p. 5347
ISSN: 1424-8220
DOI: 10.3390/s22145347
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, , , , , , :
Extended Realities (XRs): How Immersive Technologies Influence Assessment and Training for Extreme Environments
In: Tobias Cibis, Dr. Carolyn McGregor AM (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022, p. 309-335
ISBN: 978-3-030-96921-9
DOI: 10.1007/978-3-030-96921-9_14
URL: https://link.springer.com/chapter/10.1007/978-3-030-96921-9_14
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, , , :
Die Beschreibung des Gesundheitszustandes anhand von Veränderungen in Bewegungsmustern von Palliativpatient:innen – Eine explorative Erfassung
Kongress der Deutschen Gesellschaft für Palliativmedizin (Bremen, 28. September 2022 - 1. October 2022)
In: Zeitschrift für Palliativmedizin 2022
DOI: 10.1055/s-0042-1754065
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, , , , :
Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization
In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference, Springer, Cham, 2022, p. 160-164
ISBN: 9783030993320
DOI: 10.1007/978-3-030-99333-7_27
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, , , , , :
Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
In: Animals 12 (2022), p. 692
ISSN: 2076-2615
DOI: 10.3390/ani12060692
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2021
Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems
In: 54th Hawaii International Conference on Systems Sciences (HICSS-54) 2021
DOI: 10.24251/hicss.2021.463
URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
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, , , , :
Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review
In: Journal of Medical Internet Research 23 (2021), p. e24460
ISSN: 1438-8871
DOI: 10.2196/24460
URL: https://www.jmir.org/2021/11/e24460
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, , , , , :
Identification of individuals through a new Gait Recognition Method
2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 (Singapore, 4. December 2021 - 10. December 2021)
In: 2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 - Proceedings 2021
DOI: 10.1109/APS/URSI47566.2021.9704596
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, , , , :
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)
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, , , , :
Monocular multi-person pose estimation: A survey
In: Pattern Recognition 118 (2021)
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2021.108046
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The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare
20th International Conference on Perspectives in Business Informatics Research (BIR 2021) Workshops (ILOG 2021) (Vienna, Austria (fully-virtual conference), 22. September 2021 - 24. September 2021)
In: Forbig P., Hinkelmann K., Kirikova M., Lantow B., Møller C., Morichetta A., Plebani P., Re B., Sandkuhl K., Seigerroth U. (ed.): Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium co-located with 20th International Conference on Perspectives in Business Informatics Research (BIR 2021) 2021
URL: http://ceur-ws.org/Vol-2991/paper08.pdf
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, , , :
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
MuC '21: Mensch und Computer 2021 (Ingolstadt, 5. September 2021 - 8. September 2021)
In: Mensch und Computer 2021 2021
DOI: 10.1145/3473856.3473994
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Electromyography for Teleoperated Tasks in Weightlessness
In: IEEE Transactions on Human-Machine Systems (2021)
ISSN: 2168-2291
DOI: 10.1109/THMS.2020.3047975
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, , , :
Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
DOI: 10.1109/EMBC46164.2021.9630842
URL: https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf
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, , , , , , :
Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease
In: Sensors 21 (2021), Article No.: 7680
ISSN: 1424-8220
DOI: 10.3390/s21227680
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Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study
In: Frontiers in Digital Health 3 (2021)
ISSN: 2673-253X
DOI: 10.3389/fdgth.2021.765867
URL: https://www.frontiersin.org/articles/10.3389/fdgth.2021.765867/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=765867#h6
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Consensus based framework for digital mobility monitoring
In: PLoS ONE 16 (2021)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0256541
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Integration of Artificial Intelligence in the Organizational Adoption – A Configurational Perspective
Forty-Second International Conference on Information Systems (Austin, 11. December 2021 - 15. November 2021)
In: Association for Information Systems (ed.): ICIS 2021 Proceedings 2021
URL: https://aisel.aisnet.org/icis2021/is_implement/is_implement/2/
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, , :
Experimental validation of real-time ski jumping tracking system based on wearable sensors
In: Sensors 21 (2021), Article No.: 7780
ISSN: 1424-8220
DOI: 10.3390/s21237780
URL: https://www.mdpi.com/1424-8220/21/23/7780
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, , :
A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial.
In: JMIR Mental Health 8 (2021), Article No.: e16643
ISSN: 2368-7959
DOI: 10.2196/16643
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, , :
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
In: IEEE Access 9 (2021), p. 71821-71831
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3079368
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, , , , :
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_81
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Wearables-based multi-task gait and activity segmentation using recurrent neural networks
In: Neurocomputing 432 (2021), p. 250-261
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2020.08.079
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, , , :
Technical validation of real-world monitoring of gait: a multicentric observational study
In: BMJ Open 11 (2021)
ISSN: 2044-6055
DOI: 10.1136/bmjopen-2021-050785
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Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
In: IEEE (ed.): 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021
DOI: 10.1109/EMBC46164.2021.9631002
URL: https://ieeexplore.ieee.org/document/9631002
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, , , , , , :
Heart rate variability predicts decline in sensorimotor rhythm control
In: Journal of Neural Engineering 18 (2021)
ISSN: 1741-2560
DOI: 10.1088/1741-2552/ac1177
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System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data
In: IEEE Access (2021)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3106791
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Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors
XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
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Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments
In: Frontiers in Neuroscience 15 (2021)
ISSN: 1662-4548
DOI: 10.3389/fnins.2021.740263
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, , , :
Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement
2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Athens, 28. July 2021 - 30. July 2021)
In: IEEE (ed.): 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021
DOI: 10.1109/BHI50953.2021.9508529
URL: https://www.mad.tf.fau.de/files/2021/08/richer21_car_inner_clock.pdf
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, , , , :
BioPsyKit: A Python package for the analysis of biopsychological data
In: Journal of Open Source Software 6 (2021), p. 3702
ISSN: 2475-9066
DOI: 10.21105/joss.03702
URL: https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf
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, , , , :
An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters
In: Sensors 21 (2021), Article No.: 6559
ISSN: 1424-8220
DOI: 10.3390/s21196559
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, , , , , :
Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients
In: Journal of neuroEngineering and rehabilitation 18 (2021), Article No.: 93
ISSN: 1743-0003
DOI: 10.1186/s12984-021-00883-7
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, , , , , , , :
Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
DOI: 10.1109/EMBC46164.2021.9630378
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BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online, 8. February 2021 - 10. February 2021)
In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021
DOI: 10.5220/0010210600250036
URL: https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1
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, , , , , , :
A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction
In: Sensors 21 (2021), Article No.: 7210
ISSN: 1424-8220
DOI: 10.3390/s21217210
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, , , , :
Identifying untrustworthy predictions in neural networks by geometric gradient analysis
Conference on Uncertainty in Artificial Intelligence (UAI) (Online, 27. July 2021 - 30. July 2021)
URL: https://arxiv.org/abs/2102.12196
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, , , , , , , :
Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks
International Joint Conference on Neural Networks (IJCNN) (Online, 18. July 2021 - 22. July 2021)
DOI: 10.1109/ijcnn52387.2021.9534190
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, , , , , , :
Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks
URL: https://arxiv.org/abs/2105.10304
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, , , , :
From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning
In: Sensors 21 (2021), p. 3071
ISSN: 1424-8220
DOI: 10.3390/s21093071
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, , , , :
Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models
In: eNeuro 8 (2021), p. 1-14
ISSN: 2373-2822
DOI: 10.1523/ENEURO.0497-20.2021
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Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
DOI: 10.1109/EMBC46164.2021.9630653
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, , , , , :
Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2021), p. 2103-2111
ISSN: 1534-4320
DOI: 10.1109/TNSRE.2021.3119390
URL: https://ieeexplore.ieee.org/abstract/document/9567680
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, , , , , , , , , :
Towards an IMU-based Pen Online Handwriting Recognizer
International Conference on Document Analysis and Recognition ICDAR 2021 (Lausanne, 5. September 2021 - 10. September 2021)
DOI: 10.1007/978-3-030-86334-0_19
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, , , , , :
The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality
28th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 (Virtual, Lisboa, PRT, 27. March 2021 - 3. April 2021)
In: Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 2021
DOI: 10.1109/VR50410.2021.00055
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, , , , , :
Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics
In: Sensors 21 (2021), Article No.: 3728
ISSN: 1424-8220
DOI: 10.3390/s21113728
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, , , , , :
Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data
In: Frontiers in Physiology 12 (2021), Article No.: 669884
ISSN: 1664-042X
DOI: 10.3389/fphys.2021.669884
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, , , , , :
DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration
In: Expert Systems With Applications 165 (2021), Article No.: 113905
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2020.113905
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, , , , :
2020
Tracking and Teamwork Performance
(2020)
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(Working Paper)
, , , , , :
Baptizo: a sensor fusion based model for tracking the identity of human poses
In: Information Fusion (2020)
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2020.03.011
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, , , , , , , , , , , :
Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data
In: Sensors 20 (2020), p. 1-21
ISSN: 1424-8220
DOI: 10.3390/s20174742
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, , , , :
Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System
In: Sensors 20 (2020), p. 651
ISSN: 1424-8220
DOI: 10.3390/s20030651
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, , , , :
CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
In: Frontiers in Bioengineering and Biotechnology 8 (2020), p. 1-14
ISSN: 2296-4185
DOI: 10.3389/fbioe.2020.00604
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, , , , , :
Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser
13th International Conference on Educational Data Mining (Ifrane, Morocco (Fully Virtual Conference), 10. July 2020 - 13. July 2020)
In: Anna N. Rafferty, Jacob Whitehill, Cristobal Romero, Violetta Cavalli-Sforza (ed.): Proceedings of the 13th International Conference on Educational Data Mining 2020
Open Access: https://educationaldatamining.org/files/conferences/EDM2020/papers/paper_239.pdf
URL: https://educationaldatamining.org/files/conferences/EDM2020/EDM2020Proceedings.pdf
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, , , :
Automatic clinical gait test detection from inertial sensor data
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Montreal, 20. July 2020 - 24. July 2020)
DOI: 10.1109/EMBC44109.2020.9176440
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, , , , , , :
Correction to: Gait variability as digital biomarker of disease severity in Huntington’s disease (Journal of Neurology, (2020), 10.1007/s00415-020-09725-3)
In: Journal of Neurology (2020)
ISSN: 0340-5354
DOI: 10.1007/s00415-020-09789-1
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, , , , , , , , , , , :
Gait variability as digital biomarker of disease severity in Huntington’s disease
In: Journal of Neurology 267 (2020), p. 1594-1601
ISSN: 0340-5354
DOI: 10.1007/s00415-020-09725-3
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, , , , , , , , , , , :
Clinical Relevance of Standardized Mobile Gait Tests. Reliability Analysis Between Gait Recordings at Hospital and Home in Parkinson's Disease: A Pilot Study
In: Journal of Parkinson's Disease 10 (2020), p. 1763-1773
ISSN: 1877-7171
DOI: 10.3233/JPD-202129
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, , , , , , :
Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
In: Journal of neuroEngineering and rehabilitation 17 (2020), Article No.: 165
ISSN: 1743-0003
DOI: 10.1186/s12984-020-00798-9
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, , , , , :
Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design
In: Artificial Intelligence in Medicine 110 (2020), Article No.: 101963
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2020.101963
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, , , , , , :
Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review
In: Applied Soft Computing 96 (2020), Article No.: 106612
ISSN: 1568-4946
DOI: 10.1016/j.asoc.2020.106612
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, , , , :
Evaluation of HRV estimation algorithms from PPG data using neural networks
In: Current Directions in Biomedical Engineering 6 (2020), Article No.: 20203130
ISSN: 2364-5504
DOI: 10.1515/cdbme-2020-3130
URL: https://www.degruyter.com/document/doi/10.1515/cdbme-2020-3130/html
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, , , , , , :
Application of SORT on Multi-Object Tracking and Segmentation
Conference on Computer Vision and Pattern Recognition; 5th BMTT MOTChallenge Workshop: Multi-Object Tracking and Segmentation (Seattle, WA, USA (Virtual), 19. June 2020 - 19. June 2020)
URL: https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf
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(Working Paper)
, , :
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 14-23
ISBN: 9783030597153
DOI: 10.1007/978-3-030-59716-0_2
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, , , , , , :
The Use of Digital Technology and Media in German Parkinson's Disease Patients
In: Journal of Parkinson's Disease 10 (2020), p. 717-727
ISSN: 1877-7171
DOI: 10.3233/JPD-191698
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, , , , , , , , :
An Image-Based Method for Measuring Strabismus in Virtual Reality
2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Recife, 9. November 2020 - 13. November 2020)
In: IEEE (ed.): 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
DOI: 10.1109/ISMAR-Adjunct51615.2020.00018
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, , , , , , , :
Time matters: Time-aware LSTMs for predictive business process monitoring
International Conference on Process Mining (Padua, 4. October 2020 - 9. October 2020)
In: Proceedings of the ICPM 2020 International Workshops 2020
DOI: 10.1007/978-3-030-72693-5_9
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, , , , , :
Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics
In: Scientific Reports (2020), Article No.: 17655
ISSN: 2045-2322
DOI: 10.1038/s41598-020-73856-w
URL: https://www.nature.com/articles/s41598-020-73856-w
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, , , , , , :
Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement
In: Neurodegenerative Disease Management (2020)
ISSN: 1758-2024
DOI: 10.2217/nmt-2019-0037
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, , , , , , , , , , , , , , , , , , :
The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4 (2020), p. 1-20
ISSN: 2474-9567
DOI: 10.1145/3411842
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, , , , , :
The footprint of orthostatic hypotension in parkinsonian syndromes
In: Parkinsonism & Related Disorders (2020)
ISSN: 1353-8020
DOI: 10.1016/j.parkreldis.2020.06.029
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, , , , , , , , , , :
Exploring Smart Agents for the Interaction with Multimodal Mediated Environments
In: Multimodal Technologies and Interaction 4 (2020), Article No.: 27
ISSN: 2414-4088
DOI: 10.3390/mti4020027
URL: https://www.mdpi.com/2414-4088/4/2/27
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, , , :
Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders
In: IEEE Access 8 (2020), p. 196187-196196
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2020.3033769
URL: https://ieeexplore.ieee.org/document/9239296
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, , , :
Interactive Segmentation of RGB-D Indoor Scenes using Deep Learning
International Conference on Machine Learning; 2nd ICML 2020 Workshop on Human in the Loop Learning (Virtual Conference, 18. July 2020 - 18. July 2020)
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(Conference report)
, , , :
Characterization of gait variability in multiple system atrophy and Parkinson's disease
In: Journal of Neurology (2020)
ISSN: 0340-5354
DOI: 10.1007/s00415-020-10355-y
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, , , , , , , , , , , , , , , , , , :
Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie
13. DGP Kongress Deutsche Gesellschaft für Palliativmedizin (Wiesbaden, 9. September 2020 - 12. September 2020)
In: Zeitschrift für Palliativmedizin 2020; 21(05) 2020
DOI: 10.1055/s-0040-1714998
URL: https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1714998#info
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, , , , , , , , , :
Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies
In: Digital Biomarkers 4 (2020), p. 50-58
ISSN: 2504-110X
DOI: 10.1159/000511611
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, , , , , , , , :
Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies
In: IEEE Journal of Biomedical and Health Informatics 24 (2020), p. 1869 - 1878
ISSN: 2168-2194
DOI: 10.1109/JBHI.2020.2975361
URL: https://www.mad.tf.fau.de/files/2020/11/2020_ullrich_gaitsequencedetection.pdf
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, , , , , , , , :
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
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, , , , , :
Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer
17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund, 8. September 2020 - 10. September 2020)
DOI: 10.1109/ICFHR2020.2020.00061
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, , , :
Assessing Personality Traits of Team Athletes in Virtual Reality
2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 (Atlanta, GA, 22. March 2020 - 26. March 2020)
In: Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 2020
DOI: 10.1109/VRW50115.2020.00024
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, , , , , , , :
Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
In: Sensors 20 (2020), Article No.: 5705
ISSN: 1424-8220
DOI: 10.3390/s20195705
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, , , , , :
2019
Classification of Acute Stress-Induced Response Patterns
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329231
URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
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, , , , , :
Toward analyzing mutual interference on infrared-enabled depth cameras
In: Computer Vision and Image Understanding (2019)
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2018.09.010
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, , , , , , , , , :
A Mobile Solution for Rhythmic Auditory Stimulation Gait Training
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, 23. July 2019 - 27. July 2019)
In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
DOI: 10.1109/EMBC.2019.8857143
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, , , , , , , , , :
Optimal control simulation predicts effects of midsole materials on energy cost of running
In: Computer Methods in Biomechanics and Biomedical Engineering (2019)
ISSN: 1025-5842
DOI: 10.1080/10255842.2019.1601179
URL: https://www.mad.tf.fau.de/files/2019/08/201904_CMBBE_Dorschky.pdf
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, , , , , , :
Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models
In: Journal of Biomechanics (2019)
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2019.07.022
URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
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, , , , :
On Providing Multi-Level Quality of Service for Operating Rooms of the Future.
In: Sensors 19 (2019)
ISSN: 1424-8220
DOI: 10.3390/s19102303
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, , , , :
Sick Moves! Motion Parameters as Indicators of Simulator Sickness
In: IEEE Transactions on Visualization and Computer Graphics 25 (2019), p. 3146-3157
ISSN: 1077-2626
DOI: 10.1109/TVCG.2019.2932224
URL: https://ieeexplore.ieee.org/document/8798880
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, , , , , , , :
The Diagnostic Scope of Sensor-Based Gait Analysis in Atypical Parkinsonism: Further Observations
In: Frontiers in Neurology 10 (2019)
ISSN: 1664-2295
DOI: 10.3389/fneur.2019.00005
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, , , , :
Perturbation Treadmill Training Improves Clinical Characteristics of Gait and Balance in Parkinson's Disease
In: Journal of Parkinson's Disease 9 (2019), p. 413-426
ISSN: 1877-7171
DOI: 10.3233/JPD-181534
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, , , , , , , , :
Sensor-based gait analysis distinguishes fallers from non-fallers in Parkinson's disease under clinical and real-life conditions
BibTeX: Download
, , , , , , , , , , :
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329233
URL: https://www.mad.tf.fau.de/files/2019/05/Gradl-Wirth-2019-PervasiveHealth-StressMeasurementOverview.pdf
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, , , , :
Unobtrusive Estimation of In-Stroke Boat Rotation in Rowing Using Wearable Sensors
12th International Symposium on Computer Science in Sport (IACSS) (Moscow, Russia, 8. July 2019 - 10. July 2019)
In: Springer (ed.): Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019) 2019
DOI: 10.1007/978-3-030-35048-2_14
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, , , :
Turning analysis during standardized test using on-shoe wearable sensors in parkinson’s disease
In: Sensors 19 (2019), Article No.: 3103
ISSN: 1424-8220
DOI: 10.3390/s19143103
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, , , , , , :
Balance and mobility in geriatric patients
In: Zeitschrift für Gerontologie und Geriatrie 52 (2019), p. 316-323
ISSN: 0948-6704
DOI: 10.1007/s00391-019-01561-z
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, , , , :
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
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, , , , , :
Interindividual Balance Adaptations in Response to Perturbation Treadmill Training in Persons With Parkinson Disease
In: Journal of Neurologic Physical Therapy 43 (2019), p. 224-232
ISSN: 1557-0576
DOI: 10.1097/NPT.0000000000000291
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, , , , , , :
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)
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, , , :
„Wearables“ in der Behandlung neurologischer Erkrankungen – wo stehen wir heute?
In: Der Nervenarzt 90 (2019), p. 787-795
ISSN: 0028-2804
DOI: 10.1007/s00115-019-0753-z
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, , , , , :
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
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, , , , , :
Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus
Bildverarbeitung für die Medizin 2019 (Lübeck, 17. March 2019 - 19. March 2019)
In: Bildverarbeitung für die Medizin 2019 2019
DOI: 10.1007/978-3-658-25326-4_21
URL: https://link.springer.com/chapter/10.1007/978-3-658-25326-4_21
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, , , , , , , , :
Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients
In: IEEE Journal of Biomedical and Health Informatics (2019)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2019.2937574
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, , , , , , :
Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables
In: Sensors 198 (2019), Article No.: 1820
ISSN: 1424-8220
DOI: 10.3390/s19081820
URL: https://www.mdpi.com/1424-8220/19/8/1820
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, , :
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
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, , , , , :
Treadmill exercise intervention improves gait and postural control in alpha-synuclein mouse models without inducing cerebral autophagy
In: Behavioural Brain Research 363 (2019), p. 199-215
ISSN: 0166-4328
DOI: 10.1016/j.bbr.2018.11.035
URL: https://www.sciencedirect.com/science/article/pii/S016643281830754X
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, , , , , , , , , , , , , , , , :
Correction to: Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease (J Neuroeng Rehabil (2019) 16:77 DOI: 10.1186/s12984-019-0548-2)
In: Journal of neuroEngineering and rehabilitation 16 (2019), Article No.: 98
ISSN: 1743-0003
DOI: 10.1186/s12984-019-0567-z
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, , , , , , , :
Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease
In: Journal of neuroEngineering and rehabilitation 16 (2019)
ISSN: 1743-0003
DOI: 10.1186/s12984-019-0548-2
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, , , , , , , :
Turning a corner in predictive musculoskeletal simulations of gait using implicit dynamics
Dynamic Walking 2019 (Canmore, Alberta, 3. June 2019 - 6. June 2019)
In: 14th Annual Dynamic Walking Conference 2019 2019
URL: https://www.mad.tf.fau.de/files/2019/05/Nitschke_Dynamic_Walking.pdf
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, , , , , :
Assessment of gait parameters and physical function in patients with advanced cancer participating in a 12-week exercise and nutrition programme: A controlled clinical trial
In: European Journal of Cancer Care (2019), Article No.: e13199
ISSN: 0961-5423
DOI: 10.1111/ecc.13199
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, , , , , , , , , , , :
Fostering natural language question answering over knowledge bases in oncology EHR
32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019 (Cordoba, 5. June 2019 - 7. June 2019)
In: Proceedings - IEEE Symposium on Computer-Based Medical Systems 2019
DOI: 10.1109/CBMS.2019.00102
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, , , , :
Effects of perturbed treadmill training on Parkinsonian gait: time-course, sustainability, and transfer effects
Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, CH, 16. January 2019 - 18. January 2019)
In: Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten. Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik vom 16.-18. Januar 2019 in Bern 2019
DOI: 10.7892/boris.123517
URL: https://boris.unibe.ch/123517/
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, , , , , , , :
Exploring gait adaptations to perturbed and conventional treadmill training in Parkinson’s disease: Time-course, sustainability, and transfer
In: Human Movement Science (2019)
ISSN: 0167-9457
DOI: 10.1016/j.humov.2019.01.007
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, , , , , , , :
Automatic orientation estimation of inertial sensors in C-Arm CT Projections
In: Current Directions in Biomedical Engineering 5 (2019), p. 195-198
ISSN: 2364-5504
DOI: 10.1515/cdbme-2019-0050
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, , , , , , :
Systematic data analysis and data mining in CatWalk gait analysis by heat mapping exemplified in rodent models for neurodegenerative diseases
In: Journal of Neuroscience Methods 326 (2019), Article No.: 108367
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2019.108367
URL: https://www.sciencedirect.com/science/article/pii/S0165027019302249
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, , , , , , , , , , :
Silhouette-Length-Scaled Gait Parameters for Motor Functional Analysis in Mice and Rats
In: eNeuro 6 (2019), Article No.: ENEURO.0100-19.2019
ISSN: 2373-2822
DOI: 10.1523/ENEURO.0100-19.2019
URL: https://www.eneuro.org/content/6/6/ENEURO.0100-19.2019
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, , , , , , , , , , :
Unsupervised harmonic frequency-based gait sequence detection for Parkinson’s disease
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Chicago, 19. May 2019 - 22. May 2019)
DOI: 10.1109/BHI.2019.8834660
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, , , , , :
Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, 15. September 2019 - 19. September 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-8003
URL: https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html
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, , , , , , , , , , , , , , :
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
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, , , , , :
Ankle angle variability during running in athletes with chronic ankle instability and copers
In: Gait & Posture 68 (2019), p. 329–334
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2018.11.038
URL: https://www.sciencedirect.com/science/article/pii/S096663621830345X
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, , , , , :
Athletes with chronic ankle instability demonstrate altered ankle angle variability during running compared to copers
Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, 16. January 2019 - 18. January 2019)
In: Klostermann, A., Vater, C., & Hossner, E.-J. (ed.): Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik 2019
DOI: 10.7892/boris.123517
URL: https://boris.unibe.ch/123517/
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, , , , , :
Evaluation of foot kinematics during endurance running on different surfaces in real-world environments
DOI: 10.1007/978-3-030-35048-2_13
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2018
Promoting Relaxation Using Virtual Reality, Olfactory Interfaces and Wearable EEG
2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, NV, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/BSN.2018.8329668
URL: https://www.mad.tf.fau.de/files/2018/04/2018-Amores-BSN-PRVR.pdf
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, , , , :
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
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, :
Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach
In: Proceedings 2 (2018), p. 1265
ISSN: 2504-3900
DOI: 10.3390/proceedings2191265
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, , :
Identification of electrical impedance tomography as simulation system emulating the electroreceptive system in aquatic animals
1st International IEEE Life-Science Conference, LSC 2017 (Sydney, NSW, 13. December 2017 - 15. December 2017)
In: 2017 IEEE Life Sciences Conference, LSC 2017 2018
DOI: 10.1109/LSC.2017.8268171
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, , , , , :
Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards
In: Artificial Intelligence in Medicine 89 (2018), p. 61-69
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2018.05.005
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, , , , :
Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors
15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, BSN 2018
DOI: 10.1109/BSN.2018.8329681
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, , , :
Unobtrusive and Wearable Landing Momentum Estimation in Ski Jumping with Inertial-Magnetic Sensors
IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, USA, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): Proceedings of the 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/bsn.2018.8329669
URL: https://www.mad.tf.fau.de/files/2018/03/2018-Groh-BSN-UAW.pdf
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, , , , :
Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease.
In: Sensors 18 (2018)
ISSN: 1424-8220
DOI: 10.3390/s18010145
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, , , , , , :
Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson’s Disease
In: Sensors (2018)
ISSN: 1424-8220
DOI: 10.3390/s18010145
URL: http://www.mdpi.com/1424-8220/18/1/145
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, , , , , , :
Mobile Stride Length Estimation with Deep Convolutional Neural Networks.
In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 354 - 362
ISSN: 2168-2194
DOI: 10.1109/JBHI.2017.2679486
URL: https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Mobile-Stride-Length-Estimation-with-Deep-Convolutional-Neural-Networks-1.pdf
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, , , , , , , :
ECG derived feature combination versus single feature in predicting defibrillation success in out-of-hospital cardiac arrested patients
In: Biomedical Physics and Engineering Express 5 (2018), p. 015012
ISSN: 2057-1976
DOI: 10.1088/2057-1976/aaebec
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, , , , , , , :
Individuelle Therapieeffekte: Analyse interindividueller Unterschiede in der Anpassung der Gleichgewichtsfähigkeit nach Laufbandtherapie bei Parkinsonpatienten
3. Symposium Physiotherapiewissenschaft (Lübeck, 16. November 2018 - 17. November 2018)
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, , , , , , :
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))
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, , , , , , :
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
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, , , , , , :
Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty
In: Gait & Posture 66 (2018), p. 194-200
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2018.08.026
URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2018_gp_proof.pdf
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, , , , , , , :
Special issue on wearable computing and machine learning for applications in sports, health, and medical engineering
In: Applied Sciences 8 (2018), Article No.: 167
ISSN: 2076-3417
DOI: 10.3390/app8020167
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, :
Feasibility of Motion Compensation using Inertial Measurement in C-arm CT
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Sydney, 10. November 2018 - 17. November 2018)
In: Conference Record of the 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 2018
DOI: 10.1109/nssmic.2018.8824463
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, , , , , , , , , :
Mobile Gait Analysis Using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients
In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2018
DOI: 10.1109/EMBC.2018.8513508
URL: https://www.mad.tf.fau.de/files/2018/09/embc2018_martindale.pdf
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, , , , , :
Smart Annotation Tool for Multi-sensor gait based daily activity data
In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) 2018
DOI: 10.1109/PERCOMW.2018.8480193
URL: https://www.mad.tf.fau.de/files/2018/09/percom2018_martindale.pdf
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, , , , :
Sensor-based gait analysis of individualized improvement during apomorphine titration in Parkinson's disease
In: Journal of Neurology 265 (2018), p. 2656-2665
ISSN: 0340-5354
DOI: 10.1007/s00415-018-9012-7
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, , , , , , , , , , :
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)
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, , , , , :
Sleeve Based Knee Angle Calculation for Rehabilitation
2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, Nevada, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/bsn.2018.8329644
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, , , , :
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
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, , , , , , , , , , , , , , , , , :
Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis
Summer School "Humans in Motion" (Heidelberg, 23. September 2018 - 28. September 2018)
URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
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, , , , , :
A Novel Mobile Phone App (OncoFood) to Record and Optimize the Dietary Behavior of Oncologic Patients: Pilot Study
In: JMIR Cancer 4 (2018)
ISSN: 2369-1999
DOI: 10.2196/10703
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, , , , , , , , :
Recording and Optimizing the Nutritional Behavior of oncological Patients by using a Smartphone App (OncoFood)
BibTeX: Download
, , , , , , , , :
Motor output complexity in Parkinson's disease during quiet standing and walking: Analysis of short-term correlations using the entropic half-life.
In: Human movement science 58 (2018), p. 185-194
ISSN: 1872-7646
DOI: 10.1016/j.humov.2018.02.005
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, , , , , , :
Sensor-based gait analysis in atypical parkinsonian disorders
In: Brain and Behavior 8 (2018)
ISSN: 2162-3279
DOI: 10.1002/brb3.977
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Real-time Mental State Recognition using a Wearable EEG
40th International Engineering in Medicine and Biology Conference (EMBC) (Honolulu, Hawaii, 17. July 2018 - 21. July 2018)
DOI: 10.1109/embc.2018.8513653
URL: https://www.mad.tf.fau.de/files/2019/02/2018-Richer-EMBC-MentalStateEEG.pdf
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, , , , :
Synchronized sensor insoles for clinical gait analysis in home-monitoring applications
DOI: 10.1515/cdbme-2018-0103
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, , , , , :
Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks
Computing in Cardiology (MECC Maastricht, 23. September 2018 - 26. September 2018)
DOI: 10.22489/cinc.2018.104
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"MigraineMonitor" – Towards a System for the Prediction of Migraine Attacks using Electrostimulation
52th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) (Aachen, 26. September 2018 - 28. September 2018)
In: Current Directions in Biomedical Engineering 2018
DOI: 10.1515/cdbme-2018-0151
URL: https://www.mad.tf.fau.de/files/2018/09/2018-StefkeWilm-DGBMT-MigraineMonitor.pdf
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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
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A Survey of Sensors in Healthcare Workflow Monitoring
In: ACM Computing Surveys 51 (2018), Article No.: 42
ISSN: 0360-0300
DOI: 10.1145/3177852
URL: https://dl.acm.org/citation.cfm?id=3177852
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Last length estimation in football
Spinfortec 2018 (Garching b. München, 6. September 2018 - 7. September 2018)
In: Sportinformatik XII 2018
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Systematic Data Analysis and Data Mining in Gait Analysis by Heat Mapping
11th International Conference on Methods and Techniques in Behavioral Research (Manchester, 5. June 2018 - 8. June 2018)
In: Robyn Grant, Tom Allen, Andrew Spink (ed.): Measuring Behavior 2018, UK: 2018
Open Access: https://www.measuringbehavior.org/mb2018/Publications
URL: https://www.measuringbehavior.org/mb2018/Publications
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Dynamic footprint based locomotion sway assessment in α-synucleinopathic mice using Fast Fourier Transform and Low Pass Filter
In: Journal of Neuroscience Methods 296 (2018), p. 1-11
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2017.12.004
URL: http://www.sciencedirect.com/science/article/pii/S0165027017304211
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Dynamic footprints of α-synucleinopathic mice recorded by CatWalk gait analysis
In: Data in Brief 17 (2018), p. 189-193
ISSN: 2352-3409
DOI: 10.1016/j.dib.2017.12.067
URL: https://www.sciencedirect.com/science/article/pii/S2352340918300015
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, , , , , , , , , , :
Rodent’s Stride Length Depends on Body Size: Implications for CatWalk Assay
11th International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior 2018) (Manchester, 5. June 2018 - 8. June 2018)
In: Robyn Grant, Tom Allen, Andrew Spink, Matthew Sullivan (ed.): Measuring Behavior 2018, UK: 2018
Open Access: https://www.measuringbehavior.org/mb2018/Publications
URL: https://www.measuringbehavior.org/mb2018/Publications
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Self-powered Multiparameter Health Sensor
In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 15-22
ISSN: 2168-2194
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FallRiskPD: Long-term fall risk classification for Parkinson’s disease via intelligent sensor-based gait analysis in the home environment (Talk)
European Falls Festival 2018 (Manchester, 2. July 2018 - 3. July 2018)
In: European Falls Festival, 2nd and 3rd July 2018, Manchester, United Kingdom, ABSTRACT BOOKLET 2018
URL: http://eufallsfest.eu/documents/Abstract Booklet.pdf
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Multimodal assessment of Parkinson's disease: a deep learning approach
In: IEEE Journal of Biomedical and Health Informatics (2018)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2018.2866873
URL: https://ieeexplore.ieee.org/document/8444654
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, , , , , :
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
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Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Honolulu, HI, USA, 18. July 2018 - 21. July 2018)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2018
DOI: 10.1109/EMBC.2018.8513213
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Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players
ACM SIGCHI Conference on Designing Interactive Systems 2018 (Hong Kong, 9. June 2018 - 13. June 2018)
In: ACM New York, NY, USA ©2018 (ed.): Proceedings of the 2018 Designing Interactive Systems Conference, New York: 2018
DOI: 10.1145/3196709.3196780
URL: https://dl.acm.org/citation.cfm?doid=3196709.3196780
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Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology
31st Annual ACM Symposium on User Interface Software and Technology (UIST) (Berlin, 14. October 2018 - 17. October 2018)
In: UIST 2018: PROCEEDINGS OF THE 31ST ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, NEW YORK: 2018
DOI: 10.1145/3242587.3242636
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, , , , :
Thigh-Derived Inertial Sensor Metrics to Assess the Sit-to-Stand and Stand-to-Sit Transitions in the Timed Up and Go (TUG) Task for Quantifying Mobility Impairment in Multiple Sclerosis
In: Frontiers in Neurology 9 (2018)
ISSN: 1664-2295
DOI: 10.3389/fneur.2018.00684
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Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units
In: Sensors 18 (2018), Article No.: 4194
ISSN: 1424-8220
DOI: 10.3390/s18124194
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, , , , :
Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation
Body Sensor Networks Conference (BSN) (Las Vegas, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/bsn.2018.8329670
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2017
Ball Speed and Spin Estimation in Table Tennis Using a Racket-mounted Inertial Sensor
ACM International Symposium on Wearable Computers (Maui, Hawaii, USA, 11. September 2017 - 15. September 2017)
In: Proceedings of the 2017 ACM International Symposium on Wearable Computers 2017
DOI: 10.1145/3123021.3123040
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, , :
Comparison of different marker sets for marker trajectory and principal component analysis based classification of simulated gait impairments
In: Journal of Biomedical Engineering and Informatics 3 (2017), p. 10-17
ISSN: 2377-9381
DOI: 10.5430/jbei.v3n1p10
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, , , :
Diving into Research of Biomedical Engineering in Scuba Diving
In: IEEE Reviews in Biomedical Engineering 10 (2017), p. 323-333
ISSN: 1937-3333
DOI: 10.1109/RBME.2017.2713300
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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
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An Overview of Smart Shoes in the Internet of Health Things: Gait and Mobility Assessment in Health Promotion and Disease Monitoring
In: Applied Sciences 7 (2017), Article No.: 986
ISSN: 2076-3417
DOI: 10.3390/app7100986
URL: http://www.mdpi.com/2076-3417/7/10/986
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Reliability and validity of a new, sensor-based system for gait analysis in patients with multiple sclerosis
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Gait and cognition in Parkinson’s disease: cognitive impairment is inadequately reflected by gait performance during dual task
In: Frontiers in Neurology 8 (2017), p. 550
ISSN: 1664-2295
DOI: 10.3389/fneur.2017.00550
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„Natural Running“: Biomechanischer Vergleich von Vorfuß- oder Rückfußlauf
GOTS 2017 (Berlin)
In: Sports Orthopaedics and Traumatology 2017
DOI: 10.1016/j.orthtr.2017.03.074
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Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
In: Applied Sciences 7 (2017), Article No.: 1277
ISSN: 2076-3417
DOI: 10.3390/app7121277
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Classification and visualization of skateboard tricks using wearable sensors
In: Pervasive and Mobile Computing 40 (2017), p. 42-55
ISSN: 1574-1192
DOI: 10.1016/j.pmcj.2017.05.007
URL: https://authors.elsevier.com/a/1VDaj5bwSmo0qn
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, , , :
Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 (2017), Article No.: 53
ISSN: 2474-9567
DOI: 10.1145/3130918
URL: https://www.mad.tf.fau.de/files/2017/10/2017-Groh-IMWUT-ASV.pdf
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Inertial sensor-based estimation of peak accelerations during heel-strike and loading as markers of impaired gait patterns in PD patients
10. Deutscher Kongress für Parkinson und andere Bewegungsstörungen (Baden-Baden, Germany, 4. May 2017 - 6. May 2017)
DOI: 10.1016/j.baga.2017.02.002
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, , , , :
Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks.
In: IEEE Journal of Biomedical and Health Informatics 21 (2017), p. 85--93
ISSN: 2168-2194
DOI: 10.1109/JBHI.2016.2636456
URL: https://www.mad.tf.fau.de/files/2017/06/Hannink-et-al.-2017-Sensor-Based-Gait-Parameter-Extraction-With-Deep-Convolutional-Neural-Networks.pdf
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Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests
In: 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2017, p. 129-132
DOI: 10.1109/BSN.2017.7936024
URL: http://ieeexplore.ieee.org/document/7936024/
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Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis.
In: Sensors 17 (2017)
ISSN: 1424-8220
DOI: 10.3390/s17091940
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, , , , , :
Generic performance measure for multiclass-classifiers
In: Pattern Recognition 68 (2017), p. 111 - 125
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2017.03.008
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, , :
Activity recognition in beach volleyball using a Deep Convolutional Neural Network
In: Data Mining and Knowledge Discovery 31 (2017), p. 1678–1705
ISSN: 1573-756X
DOI: 10.1007/s10618-017-0495-0
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Letter to the Editor regarding “Gait recording with inertial sensors – How to determine initial and terminal contact”
In: Journal of Biomechanics (2017), p. 183-184
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2016.07.043
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Letter to the Editor regarding "Gait recording with inertial sensors - How to determine initial and terminal contact" by Bötzel and colleagues.
In: Journal of Biomechanics 52 (2017), p. 183-184
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2016.07.043
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Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters
In: Sensors 17 (2017), p. 1522
ISSN: 1424-8220
DOI: 10.3390/s17071522
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Speed dependent effects of laterally wedged insoles on gait biomechanics in healthy subjects
In: Gait & Posture 55 (2017), p. 145-149
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2017.04.012
URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2017_gp_proof.pdf
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, , , :
Three-Dimensional Biomechanical Analysis of Rearfoot and Forefoot Running
In: Orthopaedic Journal of Sports Medicine 5 (2017), Article No.: 232596711771906
ISSN: 2325-9671
DOI: 10.1177/2325967117719065
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Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise
In: IEEE Transactions on Biomedical Engineering (2017)
ISSN: 0018-9294
DOI: 10.1109/TBME.2017.2675941
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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
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Comparison of Different Approaches for Measuring Tibial Cartilage Thickness
In: Journal of integrative bioinformatics 14 (2017)
ISSN: 1613-4516
DOI: 10.1515/jib-2017-0015
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Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models
In: Sensors 17 (2017)
ISSN: 1424-8220
DOI: 10.3390/s17102328
URL: http://www.mdpi.com/1424-8220/17/10/2328
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, , , :
Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia
Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE (Jeju Island, South Korea, 11. July 2017 - 15. July 2017)
In: Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE 2017
DOI: 10.1109/EMBC.2017.8037062
URL: https://www.mad.tf.fau.de/files/2018/09/embc2017_martindale.pdf
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Privacy Implications of Room Climate Data
In: Proceedings of the 22nd European Symposium on Research in Computer Security (ESORICS 2017) 2017
DOI: 10.1007/978-3-319-66399-9_18
URL: https://faui1-files.cs.fau.de/filepool/publications/esorics2017_privacy_room_climate.pdf
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Acute Neuromuscular Adaptations in the Postural Control of Patients with Parkinson’s disease after Perturbed Walking
In: Frontiers in Aging Neuroscience 9 (2017), p. 316
ISSN: 1663-4365
DOI: 10.3389/fnagi.2017.00316
URL: https://www.frontiersin.org/articles/10.3389/fnagi.2017.00316/full
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Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise
In: IEEE Journal of Biomedical and Health Informatics 21 (2017), p. 1306-1314
ISSN: 2168-2194
DOI: 10.1109/JBHI.2016.2598854
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Wearable sensors objectively measure gait parameters in Parkinson's disease
In: PLoS ONE 12 (2017)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0183989
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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
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Perturbation during treadmill training improves dynamic balance and gait in Parkinson’s disease: A single-blind randomized controlled pilot trial
In: Neurorehabilitation and Neural Repair 31 (2017), p. 758-768
ISSN: 1545-9683
DOI: 10.1177/1545968317721976
URL: http://journals.sagepub.com/doi/abs/10.1177/1545968317721976?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub=pubmed
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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
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Using wearable inertial sensors to compare different versions of the dual task paradigm during walking
35th Annual Conference of the European Association of Cognitive Ergonomics, ECCE 2017 (Umea, 20. September 2017 - 22. September 2017)
In: ACM International Conference Proceeding Series 2017
DOI: 10.1145/3121283.3121285
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2016
miPod 2: a new hardware platform for embedded real-time processing in sports and fitness applications
The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, Deutschland, 12. September 2016 - 16. September 2016)
In: Proceedings of the 2016 ACM International Symposium on Wearable Computers 2016
DOI: 10.1145/2968219.2968571
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, , , :
Ball impact localization on table tennis rackets using piezo-electric sensors
The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, Deutschland, 12. September 2016 - 16. September 2016)
In: Proceedings of the 2016 ACM International Symposium on Wearable Computers 2016
DOI: 10.1145/2971763.2971778
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, , :
Comparison of different marker sets for marker trajectory based classification of simulated gait impairments
21st Annu. Congr. Eur. Coll. Sport Sci. 2016 (Wien)
DOI: 10.5430/jbei.v3n1p10
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, , , :
Predicting the Effects of Midsole Materials on Running Using Optimal Control Simulation
Dynamic Walking 2016 (Holly, Michigan, 4. June 2016 - 7. June 2016)
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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
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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
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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
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Virtual and augmented reality in sports-an overview and acceptance study
2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16) (Heidelberg, 12. September 2016 - 16. September 2016)
In: Proc. of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16) 2016
DOI: 10.1145/2968219.2968572
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, , , , :
Wearable Real-Time Skateboard Trick Visualization and Its Community Perception
In: IEEE Computer Graphics and Applications 36 (2016), p. 12 - 18
ISSN: 0272-1716
DOI: 10.1109/MCG.2016.95
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, , , , , :
Wearable Trick Classification in Freestyle Snowboarding
IEEE EMBS 13th Annual International Body Sensor Networks Conference (San Francisco, CA, USA, 14. June 2016 - 17. June 2016)
In: IEEE EMBS 13th Annual International Body Sensor Networks Conference 2016
DOI: 10.1109/BSN.2016.7516238
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Groh-BSN-WTC.pdf
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, , , , , :
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
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, , , , , , :
Unobtrusive and Energy-Efficient Swimming Exercise Tracking Using On-Node Processing
In: IEEE Sensors Journal 16 (2016), p. 3972-3980
ISSN: 1530-437X
DOI: 10.1109/JSEN.2016.2530019
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, , , :
Approaching the accuracy-cost conflict in embedded classification system design
In: Pattern Analysis and Applications 19 (2016), p. 839-855
ISSN: 1433-7541
DOI: 10.1007/s10044-015-0503-1
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, , , :
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
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, , , :
Augmented Motion Models for Constrained Position Tracking with Kalman Filters
19th International Conference on Information Fusion (FUSION 2016) (Heidelberg, Germany, 5. July 2016 - 8. July 2016)
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Kautz-FUSION-AMM.pdf
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, , :
Immediate effects of perturbation treadmill training on gait and postural control in patients with Parkinson’s disease
In: Gait & Posture 50 (2016), p. 102-108
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2016.08.020
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MotionLab@Home: Complementary Measurement of Gait Characteristics Using Wearable Technology and Markerless Video Tracking - A Study Protocol
In: Advanced Engineering Forum 19 (2016), p. 149-155
ISSN: 2234-9898
DOI: 10.4028/www.scientific.net/AEF.19.149
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, , , , :
Automatic clustering of code changes
13th International Conference on Mining Software Repositories (MSR 2016) (Austin, TX, USA, 14. May 2016 - 15. May 2016)
In: Proceedings of the 13th International Conference on Mining Software Repositories (MSR'16) 2016
DOI: 10.1145/2901739.2901749
URL: http://dl.acm.org/citation.cfm?id=2901749
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, , , , :
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
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, , , , , , :
Workshop on wearables for sports
2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, 12. September 2016 - 16. September 2016)
In: 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing 2016
DOI: 10.1145/2968219.2968583
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, , , , , , , , :
Motor Output Complexity in Parkinson's disease Patients during Acute Treadmill Intervention
International Symposium on the Neuromechanics of Human Movement (Heidelberg)
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, , , , , , , , , :
Blood glucose level prediction based on support vector regression using mobile platforms
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, Florida, USA, 16. August 2016 - 19. August 2016)
In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016
DOI: 10.1109/EMBC.2016.7591358
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Reymann-EMBC-BGL.pdf
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, , , , , :
Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation
2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (San Francisco, CA, 14. June 2016 - 17. June 2016)
In: IEEE (ed.): 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
DOI: 10.1109/BSN.2016.7516257
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf
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, , , , , , :
An approximation of the Gaussian RBF kernel for efficient classification with SVMs
In: Pattern Recognition Letters 84 (2016), p. 107–113
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2016.08.013
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, :
A Temperature-Based Bioimpedance Correction for Water Loss Estimation During Sports
In: IEEE Journal of Biomedical and Health Informatics 20 (2016), p. 1477-1484
ISSN: 2168-2194
DOI: 10.1109/JBHI.2015.2466076
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, , , , :
Blind Path Obstacle Detector using Smartphone Camera and Line Laser Emitter
International Conference on Technology and Innovation in Sports, Health and Wellbeing (TISHW) (Vila Real, Portugal, 1. December 2016 - 3. December 2016)
DOI: 10.1109/TISHW.2016.7847770
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Saffoury-BPO.pdf
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, , , , , , , :
Your Personal Movie Producer: Generating Highlight Videos in Soccer Using Wearables
International Symposium on Wearable Computers (ISWC '16) (Heidelberg, 12. September 2016 - 16. September 2016)
In: Proceedings of the 2016 ACM International Symposium on Wearable Computers, New York, NY, USA: 2016
DOI: 10.1145/2971763.2971772
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, , , , :
Analog Non-Linear Transformation-Based Tone Mapping for Image Enhancement in C-arm CT
IEEE Medical Imaging Conference (MIC) (Strasbourg, France)
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, , , , , , , , :
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
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, , , , , , , :
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
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, , , , , , , :
Battery Runtime Optimization Toolbox for Wearable Biomedical Sensors
13th International Conference on Wearable and Implantable Body Sensor Networks BSN (San Fransisco, CA, 14. June 2016 - 17. June 2016)
In: 13th International Conference on Wearable and Implantable Body Sensor Networks BSN 2016
DOI: 10.1109/BSN.2016.7516259
URL: http://ieeexplore.ieee.org/document/7516259/
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, , , , , , , :
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
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, , :
Improving UX and Productivity through TUIs in Work Environments
Mensch und Computer 2016, MuC 2016 - Tagungsband - Human and Computer 2016, MuC 2016 - Conference Proceedings (Aachen, 4. September 2016 - 7. September 2016)
In: Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI) 2016
DOI: 10.18420/muc2016-mci-0228
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, , , :
Smart soccer shoe: monitoring foot-ball interaction with shoe integrated textile pressure sensor matrix
The 20th International Conference on Symposium on Wearable Computers (Heidelberg, 14. September 2016 - 16. September 2016)
In: The 20th International Conference on Symposium on Wearable Computers 2016
DOI: 10.1145/2971763.2971784
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, , , , , , , :
2015
Stride Segmentation During Free Walk Movements Using Multi-dimensional Subsequence Dynamic Time Warping on Inertial Sensor Data
In: Sensors 15 (2015), p. 6419-6440
ISSN: 1424-8220
DOI: 10.3390/s150306419
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, , , , , , , , , , :
Sensor-based stroke detection and stroke type classification in table tennis
The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Osaka, 7. September 2015 - 11. September 2015)
In: Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
DOI: 10.1145/2802083.2802087
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, , , :
Wearable Real-Time ECG Monitoring with Emergency Alert System for Scuba Diving
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, Italy, 25. August 2015 - 29. August 2015)
In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2015
DOI: 10.1109/EMBC.2015.7319777
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Cibis-EMBC-WRE.pdf
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, , , , :
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
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, , , :
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
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, , , :
ER-Force Extended Team Description Paper for Robocup 2015
RoboCup International Symposium (RoboCup 2015) (Hefei, China)
In: Robot Soccer World Cup XIX Proceedings 2015
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Eischer15-EET.pdf
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, , , , , , :
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
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, , , , , , , :
Comparative Study on Classifying Gait With a Single Trunk-Mounted Inertial-Magnetic Measurement Unit
12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
DOI: 10.1109/BSN.2015.7299375
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, , , , :
Temporal correction of detected R-peaks in ECG signals: A crucial step to improve QRS detection algorithms
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (Mailand)
DOI: 10.1109/EMBC.2015.7318414
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, , , , :
IMU-based pose determination of scuba divers' bodies and shanks
12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA)
In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
DOI: 10.1109/BSN.2015.7299376
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Groh-BSN-PDS.pdf
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, , , :
IMU-based Trick Classification in Skateboarding
Workshop on Large-Scale Sports Analytics (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining) (Sydney, Australia)
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Groh-KDD_LSSA-ITC.pdf
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, , , :
Timed Up-and-Go phase segmentation in Parkinson's disease patients using unobtrusive inertial sensors
In: 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
DOI: 10.1109/EMBC.2015.7319556
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, , , , , :
Effect of walking speed on gait sub phase durations
In: Human Movement Science 43 (2015), p. 118-24
ISSN: 0167-9457
DOI: 10.1016/j.humov.2015.07.009
URL: https://www.mad.tf.fau.de/files/2020/12/hebenstreit_2015_hms_proof2.pdf
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, , , , , :
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
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, , , , , :
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)
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, , , , , :
Mobiles Ganglabor: Sensorbasierte Ganganalyse optimiert Diagnostik und Therapiemonitoring bei Bewegungserkrankungen
Solingen: medical future verlag, 2015
(e-Health 2015)
ISBN: 3981400593
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, , :
Quantification of Nighttime Micturition with an Ambulatory Sensor-Based System
In: IEEE Journal of Biomedical and Health Informatics (2015)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2015.2421487
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, , , , , :
A wearable real-time activity tracker
In: Biomedical Engineering Letters 5 (2015), p. 147-157
ISSN: 2093-9868
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, , , , , , , :
A Robust Kalman Framework with Resampling and Optimal Smoothing
In: Sensors 15 (2015), p. 4975 - 4995
ISSN: 1424-8220
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Kautz15-ARK.pdf
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, :
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)
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Kautz-KDD_LSSA-SFM.pdf
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, , :
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)
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, , , , , , :
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
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, , , , , , :
Guest editorial: Enabling technologies for Parkinson's disease management
In: IEEE Journal of Biomedical and Health Informatics 19 (2015), p. 1775-1776
ISSN: 2168-2194
DOI: 10.1109/JBHI.2015.2488158
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, , , :
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
DOI: 10.1109/CIC.2015.7411061
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, , , , , , , , , , :
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
DOI: 10.1109/BSN.2015.7299371
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, , , , , , , :
Translating satisfaction determination from health care to the automotive industry
In: Service Business 06 (2015), p. 1-35
ISSN: 1862-8516
DOI: 10.1007/s11628-015-0284-z
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, , , , , , :
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
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, , , , , , , , , , , :
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
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, , , , :
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
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, , , , , :
An Emerging Era in the Management of Parkinson's disease: Wearable Technologies and the Internet of Things
In: IEEE Journal of Biomedical and Health Informatics 19 (2015), p. 1873-1881
ISSN: 2168-2194
DOI: 10.1109/JBHI.2015.2461555
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, , , , :
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
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, , , , :
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
DOI: 10.1109/BSN.2015.7299363
URL: https://www.mad.tf.fau.de/files/2018/04/2015-Richer-BSN-DailyHeart.pdf
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, , , , :
Data Mining in the U.S. National Toxicology Program (NTP) Database Reveals a Potential Bias Regarding Liver Tumors in Rodents Irrespective of the Test Agent
In: PLoS ONE 10 (2015), p. e0116488
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0116488
URL: http://journals.plos.org/plosone/article/asset?id=10.1371%2Fjournal.pone.0116488.PDF
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, :
Optimal feature selection for nonlinear data using branch-and-bound in kernel space
In: Pattern Recognition Letters 68 (2015), p. 56-62
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2015.08.007
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, :
On Sweat Analysis for Quantitative Estimation of Dehydration during Physical Exercise
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, 25. August 2015 - 29. August 2015)
In: IEEE (ed.): Proceedings of the 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2015
DOI: 10.1109/EMBC.2015.7320006
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, , , :
Inertial Sensor-Based Approach for Shot/Pass Classification During a Soccer Match
KDD Workshop on Large-Scale Sports Analytics 2015 (Sydney, 10. August 2015 - 13. August 2015)
In: SIGKDD (ed.): 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2015
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, , , , , :
Reliability of clinical and instrumented balance assessments in patients with Parkinson’s Disease
ISPGR World Congress (Sevilla, Spain, 28. June 2015 - 2. July 2015)
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, , , , , :
Human Authentication Implemented for Mobile Applications Based on ECG-Data Acquired from Sensorized Garments
Computing in Cardiology (Nice, France, 6. September 2015 - 9. September 2015)
In: Computing in Cardiology 2015 2015
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, , , , , , :
Scalable ECG Hardware and Algorithms for Extended Runtime of Wearable Sensors
IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Torino)
In: 2015 IEEE International Symposium on Medical Measurements and Applications 2015
DOI: 10.1109/MeMeA.2015.7145209
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, , , , , , , , , , :
Sampling rate impact on energy consumption of biomedical signal processing systems
12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
DOI: 10.1109/BSN.2015.7299392
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, , , , , , , , , , , , :
2014
Exergaming on Mobile Devices
10. Symposium der dvs Sportinformatik (Vienna, Austria)
In: 10. Symposium der dvs Sportinformatik 2014
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Blank14-EOM.pdf
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, :
miPod - A Wearable Sports and Fitness Sensor
10. Symposium der dvs Sportinformatik (Vienna, Austria)
In: 10. Symposium der dvs Sportinformatik 2014
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, , :
A Wearable Sensor System for Sports and Fitness Applications
19th Annual Congress of the European College of Sport Science (Amsterdam, The Netherlands)
In: Book of Abstracts of the 19th Annual Congress of the European College of Sport Science 2014
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Blank14-AWS.pdf
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, , , :
A data collection and communication module for telemedicine and mhealth systems
ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (London, Great Britain, 29. September 2014 - 1. October 2014)
In: Proceedings of the 9th International Conference on Body Area Networks 2014
DOI: 10.4108/icst.bodynets.2014.257018
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, , , :
ICA-based Reduction of Electromyogenic Artifacts in EEG Data: Comparison With and Without EMG Data
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: IEEE EMBC 2014 2014
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, , , , :
Movement prediction in rowing using a Dynamic Time Warping based stroke detection
IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2014) (Singapore, 21. April 2014 - 24. April 2014)
In: IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2014) 2014
DOI: 10.1109/ISSNIP.2014.6827684
URL: https://www.mad.tf.fau.de/files/2017/06/2014-Groh-ISSNIP-MPR.pdf
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, , , , :
Simplified Orientation Determination in Ski Jumping using Inertial Sensor Data
Inertial Sensors and Systems Symposium (ISS) (Karlsruhe)
In: Proceedings on Inertial Sensors and Systems Symposium (ISS) 2014
DOI: 10.1109/InertialSensors.2014.7049482
URL: https://www.mad.tf.fau.de/files/2017/06/2014-Groh-ISS-SOD.pdf
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, , , :
Comparison of a threshold and a DTW based algorithm for automatic jump segmentation
13th International Symposium on 3D Analysis of Human Movement (3D-AHM) (Lausanne, 14. July 2014 - 17. July 2014)
In: 13th International Symposium on 3D Analysis of Human Movement (3D-AHM) 2014
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Hebenstreit14-COA.pdf
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, , , , :
Respiratory Inductance Plethysmography - A Rationale for Validity during Exercise
In: Medicine and science in sports and exercise 46 (2014), p. 488-495
ISSN: 0195-9131
DOI: 10.1249/MSS.0000000000000130.
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, , , , :
Performance Comparison of Two Step Segmentation Algorithms using Different Step Activities
11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, Switzerland, 16. June 2014 - 19. June 2014)
In: Wearable and Implantable Body Sensor Networks (BSN), 2014 11th International Conference on 2014
DOI: 10.1109/BSN.2014.37
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, , , , :
Automatic ECG Arrhythmia Detection in Real-Time on Android-based Mobile Devices
MobileMed 2014 (Czech Technical University, Prague)
In: Proceedings of International Conference on Mobile and Information Technologies in Medicine and Health 2014
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, , , , , , , :
Comparison of Real-Time Classification Systems for Arrhythmia Detection on Android-based Mobile Devices
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: IEEE EMBC 2014 2014
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, , , , , , :
Comparison of A Priori Calibration Models for Respiratory Inductance Plethysmography During Running
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: IEEE EMBC 2014 2014
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, , , :
Extended stereopsis evaluation of professional and amateur soccer players and subjects without soccer background
In: Frontiers in Psychology 5 (2014)
ISSN: 1664-1078
DOI: 10.3389/fpsyg.2014.01186
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, , , , , :
Wearable Static Posturography Solution Using a Novel Pressure Sensor Sole
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE 2014
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, , , , :
Real-Time ECG and EMG Analysis for Biking Using Android-Based Mobile Devices
2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, 16. June 2014 - 19. June 2014)
In: 2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2014
DOI: 10.1109/BSN.2014.20
URL: https://www.mad.tf.fau.de/files/2018/04/2014-Richer-BSN-Bikey.pdf
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, , , :
A Two-Stage Regression Using Bioimpedance and Temperature for Hydration Assessment During Sports
22nd International Conference on Pattern Recognition (ICPR 2014) (Stockholm, 24. August 2014 - 28. August 2014)
In: IEEE (ed.): Proceedings of the 2014 22nd International Conference on Pattern Recognition (ICPR) 2014
DOI: 10.1109/ICPR.2014.773
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, , , :
A coorelation study between the novel stereo vision perception test (StereoViPer Test) and the frisby test for measuring distance stereopsis
In: Investigative Ophthalmology & Visual Science 126 (2014)
ISSN: 0146-0404
URL: http://www.arvo.org/Annual\textunderscore Meeting/2014/Abstracts/2014\textunderscore Session\textunderscore Abstract\textunderscore PDFs/
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, , , , , :
Towards Big Data for Activity Recognition: A Novel Database Fusion Strategy
BODYNETS 2014 (London, 29. September 2014 - 1. October 2014)
In: 9th International Conference on Body Area Networks 2014
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-TBD.pdf
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, , :
System Design Impacts on Battery Runtime of Wearable Medical Sensors
Mobile and Information Technologies in Medicine and Health (MobileMed) (Czech Technical University, Prague)
In: Mobile and Information Technologies in Medicine and Health, Proceedings (MobileMed), 2014 2014
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, , , , , , , , , :
2013
SVM for Semi-automatic Selection of ICA Components of Electromyogenic Artifacts in EEG Data
The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
In: James Goh (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
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, , , , :
Somnography using unobtrusive motion sensors and Android-based mobile phones
35th Annual International Conference of the IEEE EMBS (Osaka, 3. July 2013 - 7. July 2013)
In: Engineering in Medicine and Biology Society (ed.): IEEE EMBC 2013 2013
DOI: 10.1109/EMBC.2013.6609717
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, , , , , , , :
Statistische Analyse Ensemble-gemittelter zyklischer Bewegungsdaten
Neue Ansätze in der Bewegungsforschung (Technische Universität Chemnitz, 13. March 2013 - 15. March 2013)
In: Deutsche Vereinigung für Sportwissenschaft, Sektion Biomechanik (ed.): Proceeding of: Tagung Deutsche Vereinigung für Sportwissenschaft, Sektion Biomechanik 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Hebenstreit13-SAE.pdf
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, , , :
Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors
8th International Conference on Body Area Networks (Boston, MA, USA, 30. September 2013 - 2. October 2013)
In: IEEE (ed.): BodyNets 2013 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Jakob13-EOT.pdf
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, , , , , , , :
Biosensorische Bewegungserfassung beim Parkinson-Syndrom
In: Neurologie und Rehabilitation 19 (2013), p. 69-76
ISSN: 0947-2177
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, , , :
Unbiased and Mobile Gait Analysis Detects Motor Impairment in Parkinson's Disease
In: PLoS ONE 8 (2013)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0056956
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, , , , , , , , , , :
Automatic Recognition of Parkinsons Disease Using Surface Electromyography During Standardized Gait Tests
35th Annual International Conference of the IEEE EMBS (Osaka, Japan, 3. July 2013 - 7. July 2013)
In: IEEE Engineering in Medicine and Biology Society (ed.): Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE 2013
DOI: 10.1109/EMBC.2013.6610865
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Kugler13-ARO.pdf
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, , , , , :
Heart Rate Variability During Physical Exercise
In: International Journal of Computer Science in Sport 12.0 (2013), p. 61-68
ISSN: 1684-4769
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, :
Comparison of the AMICA and the InfoMax Algorithm for the Reduction of Electromyogenic Artifacts in EEG Data
35th Annual International Conference of the IEEE EMBS (Osaka, 3. July 2013 - 7. July 2013)
In: Engineering in Medicine and Biology Society (ed.): IEEE EMBC 2013 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Leutheuser13-COT.pdf
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, , , , , :
Hierarchical, Multi-Sensor Based Classification of Daily Life Activities: Comparison with State-of-the-Art Algorithms Using a Benchmark Dataset
In: Plos One 8.0 (2013), p. e75196
DOI: 10.1371/journal.pone.0075196
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, , :
Automatic detection of inertial sensor orientation for movement analysis in Parkinsons disease
BSA Conference 2013 - Biosignal Analysis (Rio de Janeiro, Brazil)
In: BSA Conference 2013 - Biosignal Analysis 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Maier13-ADO.pdf
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, , , , :
An evaluation system for stereopsis of beach volleyball players measuring perception time as a function of disparity within a virtual environment
In: Journal of Vision 13 (2013), p. 1171
ISSN: 1534-7362
DOI: 10.1167/13.9.1171
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, , , , :- Paulus Jan, Michelson Georg, Barkowsky Marcus, Hornegger Joachim, Eskofier Björn, Schmidt Michael:
Measurement of individual changes in the performance of human stereoscopic vision for disparities at the limits of the zone of comfortable viewing
3DV 2013 International Conference on 3D Vision (Seattle, Washington, USA, 29. June 2013 - 1. July 2013)
In: 2013 International Conference on 3D Vision - 3DV 2013 2013
DOI: 10.1109/3DV.2013.48
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Paulus13-MOI.pdf
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Smart Sensor Architectures for Embedded Biosignal Analysis
Design & Architectures for Signal & Image Processing (Cagliari, 8. October 2013 - 10. October 2013)
In: Proceedings of the 2013 Conference on Design & Architectures for Signal & Image Processing, Cagliari, Italy: 2013
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, , , :- Paulus J., Michelson G., Barkowsky M., Hornegger J., Eskofier B., Schmidt M.:
Measurement of Individual Changes in the Performance of Human Stereoscopic Vision for Disparities at the Limits of the Zone of Comfortable Viewing
In: Proceedings of the IEEE (2013), p. 310--317
ISSN: 0018-9219
DOI: 10.1109/3DV.2013.48
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An Adaptable Inertial Sensor Fusion-Based Approach for Energy Expenditure Estimation.
The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
In: Goh James (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-AAI.pdf
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Classification of Daily Life Activities by Decision Level Fusion of Inertial Sensor Data
8th International Conference on Body Area Networks (BODYNETS 2013) (Boston, 30. September 2013 - 2. October 2013)
In: ACM Digital Library (ed.): 8th International Conference on Body Area Networks 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Schuldhaus13-COD.pdf
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Schlafstadienbestimmung mit Hilfe bewegungsbasierter Sensortechnologie
84. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie (Nürnberg, 8. May 2013 - 12. May 2013)
In: Deutsche Gesellschaft für Hals-Nasen-Ohren-Heilkunde Kopf- und Hals-Chirurgie (ed.): Proceedings of the 84th Annual Meeting of the German Society of Oto-Rhino-Laryngology, Head and Neck Surgery, Düsseldorf: 2013
DOI: 10.3205/13hnod723
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2012
Combined analysis of sensor data from hand and gait motor function improves automatic recognition of Parkinson's disease
2012 Annual International Conference of the IEEE (San Diego, CA, 28. August 2012 - 1. September 2012)
In: Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE 2012
DOI: 10.1109/EMBC.2012.6347146
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Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices
34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012 (San Diego, CA, 28. August 2012 - 2. September 2012)
In: IEEE Engineering in Medicine and Biology Society (ed.): Engineering in Medicine and Biology Society, EMBC, 2012 2012
DOI: 10.1109/EMBC.2012.6346460
URL: https://www.mad.tf.fau.de/files/2019/05/Gradl_et_al-2012-EMBC-Hearty.pdf
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Generic Features for Biosignal Classification
9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
In: Sportinformatik 2012: 9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft 2012
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Heart Rate Variability During Physical Exercise
Sportinformatik 2012: 9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Universität Konstanz, 12. September 2012 - 14. September 2012)
In: Byshko R., Dahmen T., Gratkowski M., Gruber M., Quintana J., Saupe D., Vieten M., Woll A. (ed.): KOPS Institutional Repository University of Konstanz 2012
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Leutheuser12-HRV.pdf
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A Virtual Environment Based Evaluating System for Goalkeepers Stereopsis Performance in Soccer
9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
In: Byshko R., Dahmen T., Gratkowski M., Gruber M., Quintana J., Saupe D., Vieten M., Woll A. (ed.): Sportinformatik 2012 2012
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Paulus12-AVE.pdf
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Software-based Performance and Complexity Analysis for the Design of Embedded Classification Systems
21st International Conference on Pattern Recognition (ICPR 2012) (Tsukuba, 11. November 2012 - 15. November 2012)
In: IEEE (ed.): Proceedings of the 2012 21st International Conference on Pattern Recognition (ICPR) 2012
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Classification of Surfaces and Inclinations During Outdoor Running Using Shoe-Mounted Inertial Sensors
21st International Conference on Pattern Recognition (Tsukuba, 11. November 2012 - 15. November 2012)
In: Proceedings of 21st International Conference on Pattern Recognition 2012
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Automatic Classification of Sport Exercises for Training Support
9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
In: Deutsche Vereinigung für Sportwissenschaft (ed.): Sportinformatik 2012 2012
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2011
Biometric and Mobile Gait Analysis for Early Detection and Therapy Monitoring in Parkinson's Disease
33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 (Boston, MA, 30. August 2011 - 3. September 2011)
In: Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE 2011
DOI: 10.1109/IEMBS.2011.6090226
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Comparison and classification of 3D objects surface point clouds on the example of feet
In: Machine Vision and Applications 22 (2011), p. 235-243
ISSN: 1432-1769
DOI: 10.1007/s00138-009-0230-y
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Mobile biometrische Ganganalyse
In: Nervenarzt 82 (2011), p. 1604-1611
ISSN: 0028-2804
DOI: 10.1007/s00115-011-3329-0
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Mobile biosensor-based gait analysis: A diagnostic and therapeutic tool in Parkinson's disease
In: Nervenarzt 82 (2011), p. 1604-1611
ISSN: 0028-2804
DOI: 10.1007/s00115-011-3329-0
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Mobile und stationaere Gesundheitsassistenzsysteme - der Markt der Zukunft?
In: Electrical and Electronic Engineering for Communication Workshop - Entwicklerforum - Fachmesse 2011
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2010
Monitoring Subjective Perception and Physiological State of Athletes or Patients in Real-Time using a Mobile Phone
Embedded World Conference 2010 (Nuremberg, 2. March 2010 - 4. March 2010)
In: Weka Fachmedien GmbH (ed.): Proceedings of the Embedded World Conference 2010 2010
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2010/Kugler10-MSP.pdf
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Feedback-Training mit tragbaren Sensor-Netzwerken
40. Jahrestagung der Gesellschaft für Informatik (Leipzig)
In: INFORMATIK 2010 Service Science - Neue Perspektiven für die Informatik - Band 1, Bonn: 2010
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2010/Kugler10-FMT.pdf
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Feedback training with portable sensor networks
40th Jahrestagung der Gesellschaft fur Informatik e.V. (GI): Service Science - Neue Perspektiven fur die Informatik, INFORMATIK 2010 (Leipzig)
URL: https://www.scopus.com/record/display.uri?eid=2-s2.0-84877351788&origin=inward
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Visualization of Changes in Muscular Activation during Barefoot and Shod Running
ESB2010 - 17th Congress of the European Society of Biomechanics (Edinburgh, 5. July 2010 - 8. July 2010)
In: European Society of Biomechanics (ed.): Proceeding of 17th Congress of the European Society of Biomechanics 2010
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2010/Kugler10-VOC.pdf
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2009
Temporal trajectory aware video quality measure
In: IEEE Journal of Selected Topics in Signal Processing 3 (2009), p. 266-279
ISSN: 1932-4553
DOI: 10.1109/JSTSP.2009.2015375
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Embedded surface classification in digital sports
In: Pattern Recognition Letters 30 (2009), p. 1448-1456
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2009.08.004
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2008
Real time surveying and monitoring of Athletes Using Mobile Phones and GPS
In: International Journal of Computer Science in Sport 7.0 (2008), p. 18-27
ISSN: 1684-4769
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2008/Eskofier08-RTS.pdf
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Run Surface Classification: a Digital Sports Embedded Application
In: Künstliche Intelligenz 04/2008 (2008), p. 45-48
ISSN: 0933-1875
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Classification of Running Surface on an Embedded System - a Digital Sports Example Application
Biosignalverarbeitung 2008 (Universität Potsdam, 16. July 2008 - 18. July 2008)
In: Malberg Hagen, Sander-Thömmes Tilmann, Wessel Niels, Wolf Werner (ed.): Innovationen bei der Erfassung und Analyse bioelektrischer und biomagnetischer Signale, Braunschweig und Berlin: 2008
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Embedded QRS Detection for Noisy ECG Sensor Data Using a Matched Filter and Directed Graph Search
4th Russian-Bavarian Conference on Biomedical Engineering (Moskow Institute of Technology, Zelenograd, 8. July 2008 - 9. July 2008)
In: Bauernschmitt Robert, Chaplygin Yuri, Feußner Hubertus, Gulyeav Yuri, Hornegger Joachim, Mayr Ernst, Navab Nassir, Schookin Sergey, Selishchev Sergey, Umnyashkin Sergei (ed.): Russian-Bavarian Conference on Biomedical Engineering 2008
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2008/Eskofier08-EQD.pdf
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2007
Perceptually motivated spatial and temporal integration of pixel based video quality measures
Mobile Content Quality of Experience, MobConQoE '07 (Vancouver, BC, 14. August 2007 - 17. August 2007)
DOI: 10.1145/1577504.1577508
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