Bjoern Eskofier

2026

• Hille EM., Bleher H., Coppers B., Engelhardt S., Eskofier B., Garbe L., Heckel M., Liphardt AM., Manlig A., Rohleder N., Samhammer D., Spielmann C., Braun M.:
  Exploring attitudes towards AI-based contactless sensors in health – a qualitative study with five stakeholder groups (Preprint)
  (2026)
  DOI: 10.2196/preprints.75783
• Yip J., Grießhammer S., Leutheuser H., Richer R., Lu H., Kölpin A., Eskofier B., Ostgathe C., Steigleder T.:
  Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status
  (2026)
  DOI: 10.36227/techrxiv.174495693.37175254/v1

2025

• Abel L., Hofmann M., Richer R., Kurz M., Ringgold V., Hauck F., Schindler-Gmelch L., Roelofs K., Eskofier B., Rohleder N.:
  Data-Driven Quantification of Defensive Freezing During the Trier Social Stress Test
  Annual Meeting of the International Society of Psychoneuroendocrinology (ISPNE) (New Orleans, September 3, 2025 - September 5, 2025)
• Abel L., Richer R., Burkhardt F., Kurz M., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Body movements as biomarkers: Machine Learning-based prediction of HPA axis reactivity to stress
  In: Psychoneuroendocrinology 179 (2025), Article No.: 107528
  ISSN: 0306-4530
  DOI: 10.1016/j.psyneuen.2025.107528
• Altstidl TR., Altstidl JM., Achenbach S., Eskofier B.:
  A Cross-Platform Smartphone Auscultation SDK and Optimized Filters for Severe Aortic Stenosis Detection
  58th Hawaii International Conference on System Sciences, HICSS 2025 (Honolulu, HI, January 7, 2025 - January 10, 2025)
  In: Tung X. Bui (ed.): Proceedings of the Annual Hawaii International Conference on System Sciences 2025
• Dorschky E., Nitschke M., Mayer M., Weygers I., Gaßner H., Seel T., Eskofier B., Koelewijn A.:
  Comparing sparse inertial sensor setups for sagittal-plane walking and running reconstructions
  In: Frontiers in Bioengineering and Biotechnology 13 (2025), Article No.: 1507162
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2025.1507162
• Engel L., Müller J., Rendon EJF., Dorschky E., Krauß D., Ullmann I., Eskofier B., Vossiek M.:
  Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data
  In: IEEE Journal of Microwaves 5 (2025), p. 1-15
  ISSN: 2692-8388
  DOI: 10.1109/JMW.2025.3535525
• Flaucher M., Berzins S., Jäger K., Nissen M., Rolny J., Trißler P., Eckl S., Eskofier B., Leutheuser H.:
  Perception and Evaluation of a Knowledge Transfer Concept in a Digital Health Application for Patients With Heart Failure: Mixed Methods Study
  In: JMIR Human Factors 12 (2025), Article No.: e56798
  ISSN: 2292-9495
  DOI: 10.2196/56798
• Fleischmann S., Kurz M., Richer R., Gambietz M., Abel L., Sommers B., Eskofier B., Rohleder N., Koelewijn A.:
  Does motion capture cause psychological stress and can we see it in the person’s gait?
  XXX Congress of the International Society of Biomechanics (Stockholm, July 27, 2025 - July 31, 2025)
• Fleischmann S., Weiß A., Shanbhag J., Miehling J., Wartzack S., Eskofier B., Koelewijn A.:
  BeReal: Assessing the impact of intra-stride treadmill belt speed variations on human gait using optimal control
  20th International Symposium on Computer Simulation in Biomechanics (Uppsala, July 23, 2025 - July 25, 2025)
• Frisch F., Mehringer W., Ring M., Eskofier B., Michelson G.:
  Physical exertion does not lead to a change in the time taken to correctly recognize stereoscopic stimuli in changing horizontal disparity levels
  In: Frontiers in Physiology 16 (2025), Article No.: 1602503
  ISSN: 1664-042X
  DOI: 10.3389/fphys.2025.1602503
• Grießhammer SG., Malessa A., Lu H., Yip J., Leuschner J., Christgau F., Albrecht NC., Oesten M., Truc Tran T., Richer R., Heckel M., Eskofier B., Koelpin A., Steigleder T., Ostgathe C.:
  Correction to: Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management (BMC Palliative Care, (2024), 23, 1, (273), 10.1186/s12904-024-01592-3)
  In: BMC Palliative Care 24 (2025), Article No.: 113
  ISSN: 1472-684X
  DOI: 10.1186/s12904-025-01741-2
• Jäger K., Nissen M., Leutheuser H., Danzberger N., Titzmann A., Pontones C., Goossens C., Ziegler P., Uhrig S., Häberle L., Bleher H., Kast K., Kornhuber J., Schöffski O., Braun M., Fasching P., Beckmann M., Eskofier B., Hübner H.:
  Adherence to digital pregnancy care – lessons learned from the SMART start feasibility study
  In: npj Digital Medicine 8 (2025), Article No.: 561
  ISSN: 2398-6352
  DOI: 10.1038/s41746-025-01966-8
• Keinert M., Schindler-Gmelch L., Rupp L., Sadeghi M., Richer R., Capito K., Eskofier B., Berking M.:
  The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression
  In: JMIR Formative Research 9 (2025), Article No.: e65357
  ISSN: 2561-326X
  DOI: 10.2196/65357
• Koch V., Ibrahim A., Winkler J., Eskofier B., Regensburger M., Gassner H.:
  Outcome measures of instrumented gait analysis in hereditary spastic paraplegia: a systematic review
  In: Journal of neuroEngineering and rehabilitation 22 (2025), Article No.: 129
  ISSN: 1743-0003
  DOI: 10.1186/s12984-025-01646-4
• Krauß D., Richer R., Küderle A., Jukic J., German A., Leutheuser H., Regensburger M., Winkler J., Eskofier B.:
  Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability
  In: Sleep (2025)
  ISSN: 0161-8105
  DOI: 10.1093/sleep/zsaf091
• Kurz CF., Merzhevich T., Eskofier B., Kather JN., Gmeiner B.:
  Benchmarking vision-language models for diagnostics in emergency and critical care settings
  In: npj Digital Medicine 8 (2025), Article No.: 423
  ISSN: 2398-6352
  DOI: 10.1038/s41746-025-01837-2
• Kurz M., Ringgold V., Abel L., Burkhardt F., Richer R., Gmelch LM., Turner A., Eskofier B., Rohleder N.:
  Body Movements as a Marker for Acute Stress
  Annual meeting of the International Society of Psychoneuroendocrinology (ISPNE) (, September 3, 2025 - September 5, 2025)
• König V., Abel L., Burkhardt F., Kurz M., Müller V., Richer R., Schindler-Gmelch L., Eskofier B., Shields GS., Rohleder N.:
  Dissecting the Cognitive, Motivational, and Affective Dimensions of the Acute Psychological Stress Response Across Two Empirical Studies
  2025 Annual Meeting of the International Society of Psychoneuroendocrinology (Ritz-Carlton Hotel, 921 Canal Street | New Orleans, Louisiana, September 3, 2025 - September 5, 2025)
• Laudanski AF., Küderle A., Kluge F., Eskofier B., Acker SM.:
  High-Knee-Flexion Posture Recognition Using Multi-Dimensional Dynamic Time Warping on Inertial Sensor Data
  In: Sensors 25 (2025), Article No.: 1083
  ISSN: 1424-8220
  DOI: 10.3390/s25041083
• Li X., Windsheimer M., Sadeghi M., Eskofier B., Kaup A.:
  Optimized Learned Image Compression for Facial Expression Recognition
  2025 IEEE International Conference on Image Processing (ICIP) (Anchorage, September 14, 2025 - September 17, 2025)
  In: 2025 IEEE International Conference on Image Processing (ICIP) 2025
  DOI: 10.1109/ICIP55913.2025.11084408
• Löffler C., Lai WC., Zanca D., Schmidt L., Eskofier B., Mutschler C.:
  Don’t get me wrong: How to apply deep visual interpretations to time series
  In: Applied Intelligence 55 (2025), Article No.: 920
  ISSN: 0924-669X
  DOI: 10.1007/s10489-025-06798-3
• Merzhevich T., Tanzanakis A., Salin E., Quiering C., Kurz C., Gmeiner B., Eskofier B.:
  Machine Learning Predictions of Overall and Progression-Free Survival in Advanced Breast Cancer
  23rd International Conference on Artificial Intelligence in Medicine, AIME 2025 (Pavia, June 23, 2025 - June 26, 2025)
  In: Riccardo Bellazzi, José Manuel Juarez Herrero, Lucia Sacchi, Blaž Zupan (ed.): Artificial Intelligence in Medicine. 23rd International Conference, AIME 2025, Pavia, Italy, June 23–26, 2025, Proceedings, Part II, Cham: 2025
  DOI: 10.1007/978-3-031-95841-0_50
• Mortazavi BJ., Chiu YC., Lu L., Das A., Tourassi G., Eskofier B.:
  Guest Editorial: Transforming Healthcare and Medicine With Biomedical Informatics and Emerging AI
  In: IEEE Journal of Biomedical and Health Informatics 29 (2025), p. 6128-6131
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2025.3595419
• Müller J., Weiß A., Eskofier B.:
  Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching
  DOI: 10.1007/978-3-032-00652-3
• Oesten M., Abel L., Albrecht NC., Richer R., Langer D., Grießhammer S., Ghanem K., Steigleder T., Ostgathe C., Koelpin A., Eskofier B.:
  Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar
  In: IEEE Journal of Biomedical and Health Informatics (2025)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2025.3530821
• Raab R., Bohr A., Klede K., Gmeiner B., Eskofier B.:
  Estimating Group Means Under Local Differential Privacy
  In: Proceedings on Privacy Enhancing Technologies 2025 (2025), p. 236-274
  ISSN: 2299-0984
  DOI: 10.56553/popets-2025-0129
  URL: https://petsymposium.org/popets/2025/popets-2025-0129.php
• Rico-Olarte C., Lopez DM., Eskofier B., Becker L.:
  Electrophysiological Insights in Exergaming—Electroencephalography Data Recording and Movement Artifact Detection: Systematic Review
  In: JMIR Serious Games 13 (2025), Article No.: e50992
  ISSN: 2291-9279
  DOI: 10.2196/50992
• Righi RDR., Rodrigues VF., Da Costa CA., Eskofier B.:
  Breaking Down the Data Path in Digital Health: From Edge to Fog and Beyond
  In: IEEE Pervasive Computing (2025)
  ISSN: 1536-1268
  DOI: 10.1109/MPRV.2024.3521307
• Ringgold V., Burkhardt F., Abel L., Kurz M., Müller V., Richer R., Eskofier B., Shields GS., Rohleder N.:
  Multimodal stress assessment: Connecting task-related changes in self-reported stress, salivary biomarkers, heart rate, and facial expressions in the context of the stress response to the Trier Social Stress Test
  In: Psychoneuroendocrinology (2025), p. 107560
  ISSN: 0306-4530
  DOI: 10.1016/j.psyneuen.2025.107560
• Ringgold V., Burkhardt F., Abel L., Kurz M., Müller V., Richer R., Eskofier B., Shields GS., Rohleder N.:
  Multimodal Stress Responses During the TSST and friendly-TSST
  2025 Annual Meeting of the International Society of Psychoneuroendocrinology (ISPNE) (Ritz-Carlton Hotel, 921 Canal Street | New Orleans, Louisiana, September 3, 2025 - September 5, 2025)
• Rohleder N., Kurz M., Abel L., Burghardt F., Ringgold V., Schindler-Gmelch L., Eskofier B., Richer R.:
  Acute stress response of inflammatory cytokines measured in dried blood spots
  32nd Annual Meeting of the Psychoneuroimmunology Research Society (Bordeaux, June 9, 2025 - June 12, 2025)
• Rohleder N., Richer R., Abel L., Kurz M., Burghardt F., Ringgold V., Eskofier B.:
  Stress-induced movement inhibition during acute psychosocial stress predicts HPA axis response
  82nd Annual Scientific Meeting of the Society for Biopsychosocial Science and Medicine (Seattle, March 19, 2025 - March 22, 2025)
• Rohleder N., Richer R., Eskofier B.:
  Berührungslose Messung von menschlichen inneren Zuständen: Neue Wege, Stress und seinen biologischen Folgen sichtbar zu machen?
  Deutscher Kongress für Psychosomatische Medizin und Psychotherapie 2025 (Berlin, March 12, 2025 - March 14, 2025)
• Rupp L., Kumar A., Sadeghi M., Schindler-Gmelch L., Keinert M., Eskofier B., Berking M.:
  Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning
  In: Frontiers in Digital Health 7 (2025), Article No.: 1578917
  ISSN: 2673-253X
  DOI: 10.3389/fdgth.2025.1578917
• Rupp L., Schindler-Gmelch L., Sadeghi M., Rahimi F., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
  EmpkinS-EKSpression: Ergebnisse einer Randomisiert-kontrollierten klinischen Studie eines Emotions-gestützten Trainings zur Kognitiven Umstrukturierung
  4. Deutscher Psychotherapie Kongress (Berlin)
• Rupp L., Schindler-Gmelch L., Sadeghi M., Rahimi F., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
  EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring
  EACLIPT (Frankfurt, May 28, 2025 - May 30, 2025)
• Sadeghi M., Rahimi F., Biradar PU., Richer R., Rupp LH., Schindler-Gmelch L., Keinert M., Hager M., Capito K., Berking M., Eskofier B.:
  Detecting Depression using Machine Learning Approaches through Digital Biomarkers
  Bavarian Conference on AI in Medicine (Munich, October 27, 2025 - October 28, 2025)
  In: Bavarian Conference on AI in Medicine 2025 2025
• Sadeghi M., Rahimi F., Kumar A., Richer R., Rupp LH., Schindler-Gmelch L., Keinert M., Hager M., Capito K., Berking M., Eskofier B.:
  Evaluating OpenDBM for Emotion Intensity Prediction: A Comparative Study Using Facial and Physiological Data
  19th EAI International Conference on Pervasive Computing Technologies for Healthcare (Eindhoven, October 15, 2025 - October 17, 2025)
  In: EAI PervasiveHealth 2025
• Salehihafshejani F., Bayat S., Schett G., Kleyer A., Altstidl TR., Eskofier B.:
  ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis
  In: IEEE Journal of Biomedical and Health Informatics (2025)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2025.3554364
• Salehihafshejani F., Salin E., Smarr B., Bayat S., Kleyer A., Schett G., Fritsch-Stork R., Eskofier B.:
  A robust machine learning approach to predicting remission and stratifying risk in rheumatoid arthritis patients treated with bDMARDs
  In: Scientific Reports 15 (2025), Article No.: 23960
  ISSN: 2045-2322
  DOI: 10.1038/s41598-025-09975-z
• Schindler-Gmelch L., Rupp L., Rahimi F., Sadeghi M., Keinert M., Hager M., Capito K., Richer R., Eskofier B., Berking M.:
  EmpkinS-EKSpression-BioFACEBack: Ergebnisse eines randomisiert-kontrollierten Trials zu gesichtsmuskelfokussiertem Biofeedback bei depressiven Erkrankungen
  4. Deutscher Psychotherapie Kongress (Berlin)
• Seifer AK., Küderle A., Strobel K., Hannemann R., Eskofier B.:
  The Effect of Hearing Aid Amplification on Gait Parameters: A Pilot Study Using Ear-Worn Motion Sensors
  In: Audiology Research 15 (2025), p. 45
  ISSN: 2039-4349
  DOI: 10.3390/audiolres15030045
• Shanbhag J., Fleischmann S., Wechsler I., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Does reduced reactivity explain altered postural control in Parkinson's disease? A predictive simulation study
  In: IEEE Open Journal of Engineering in Medicine and Biology (2025)
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2025.3590580
• Yip J., Grießhammer S., Leutheuser H., Richer R., Lu H., Koelpin A., Eskofier B., Ostgathe C., Steigleder T.:
  Continuous-Wave Radar and Motion-Derived Biomarkers for Non-Contact Vital Status Classification in End-of-Life Care: A Clinically Validated Machine Learning Approach
  In: IEEE Journal of Biomedical and Health Informatics (2025)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2025.3599365
• Yip J., Tran TT., Grießhammer S., Malessa A., Koelpin A., Eskofier B., Ostgathe C., Steigleder T.:
  Radarbasierte Atemerfassung auf einer Palliativstation
  In: Zeitschrift für Palliativmedizin (2025)
  ISSN: 1615-2921
  DOI: 10.1055/a-2589-9791

2024

• Abel L., Richer R., Hauck F., Kurz M., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Does acute stress exposure change gait patterns?
  DOI: 10.1016/j.psyneuen.2023.106818
• Albert T., Eskofier B., Zanca D.:
  From patches to objects: exploiting spatial reasoning for better visual representations
  In: Discover Applied Sciences 6 (2024), Article No.: 232
  ISSN: 3004-9261
  DOI: 10.1007/s42452-024-05894-2
• Albrecht N., Langer D., Krauß D., Richer R., Abel L., Eskofier B., Rohleder N., Kölpin A.:
  EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3420241
  URL: https://ieeexplore.ieee.org/document/10577086
• Altmannshofer S., Flaucher M., Beierlein M., Eskofier B., Beckmann M., Fasching P., Hübner H.:
  A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis
  In: Digital Health 10 (2024)
  ISSN: 2055-2076
  DOI: 10.1177/20552076241234627
• Altstidl TR., Dobre D., Kosmala A., Eskofier B., Gidel G., Schwinn L.:
  On the Scalability of Certified Adversarial Robustness with Generated Data
  Neural Information Processing Systems (NeurIPS) (Vancouver, BC, Canada, December 9, 2024 - December 15, 2024)
  In: Advances in Neural Information Processing Systems 37 2024
  Open Access: https://proceedings.neurips.cc/paper_files/paper/2024/file/b96ce7d38339874a8704e8895f743284-Paper-Conference.pdf
  URL: https://proceedings.neurips.cc/paper_files/paper/2024/file/b96ce7d38339874a8704e8895f743284-Paper-Conference.pdf
• Dietz S., Altstidl TR., Zanca D., Eskofier B., Nguyen A.:
  How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
  International Joint Conference on Neural Networks (IJCNN) (Yokohama, June 30, 2024 - July 5, 2024)
  DOI: 10.1109/IJCNN60899.2024.10650421
  URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421
• Ernst S., Krauß D., Moß M., Vossiek M., Eskofier B., Berking M.:
  Affect during sleep: Exploring the capabilities of Artificial Intelligence in Sleep Research
  International Medicine and Health Sciences Congress (Male, November 5, 2025 - November 7, 2025)
  In: IMHSC 2024 Conference Proceedings 2024
  DOI: 10.53375/imhsc.2024.117
• Eskofier B., Vossiek M.:
  Guest Editorial Introduction to the Special Section on Invisible Sensing: Radar-Based Biomonitoring
  In: IEEE Open Journal of Engineering in Medicine and Biology 5 (2024), p. 678-679
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3409086
• Eskofier B., Vossiek M.:
  Invisible Sensing: Radar-based Biomonitoring
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-2
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3409086
• Flaucher M., Prümer F., Jäger K., Rolny J., Trissler P., Eckl S., Eskofier B., Leutheuser H.:
  Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management
  2024 Nordic Conference on Human-Computer Interaction (Uppsala, October 13, 2024 - October 16, 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
• Fleischmann S., Dietz S., Shanbhag J., Wünsch A., Nitschke M., Miehling J., Wartzack S., Leyendecker S., Eskofier B., Koelewijn A.:
  Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach
  In: ACM Transactions on Intelligent Systems and Technology 20 (2024), Article No.: 20
  ISSN: 2157-6904
  DOI: 10.1145/3702646
• Fleischmann S., Holzwarth Correa V., Coppers B., Sadeghi M., Richer R., Kleyer A., Simon D., Bräunig J., Vossiek M., Schönau V., Schett G., Koelewijn A., Leyendecker S., Eskofier B., Liphardt AM.:
  Classification of rheumatoid arthritis from hand motion capture data using machine learning
  13. Kongress der Deutschen Gesellschaft für Biomechanik (DGfB) (Heidelberg, April 24, 2024 - April 26, 2024)
• Förstel S., Förstel M., Gallistl M., Zanca D., Eskofier B., Rothgang EM.:
  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
• Grießhammer S., Malessa A., Lu H., Yip J., Leuschner J., Christgau F., Albrecht NC., Oesten M., Tran TT., Richer R., Heckel M., Eskofier B., Kölpin A., Steigleder T., Ostgathe C.:
  Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management
  In: BMC Palliative Care 23 (2024), Article No.: 273
  ISSN: 1472-684X
  DOI: 10.1186/s12904-024-01592-3
• Grießhammer S., Yip J., Dorschky E., Heckel M., Eskofier B., Kölpin A., Ostgathe C., Steigleder T.:
  Machine Learning Approach for Touchless Radar-based Detection of Life and Death
  13th World Research Congress of the European Association for Palliative Care (Barcelona, Spain, May 16, 2024 - May 18, 2024)
  In: The Congress book: The 13th World Research Congress of the European Association for Palliative Care 2024
  DOI: 10.1177/02692163241242338
  URL: https://journals.sagepub.com/doi/full/10.1177/02692163241242338
• Grube L., Petit P., Vuillerme N., Nitschke M., Nwosu OB., Knitza J., Krusche M., Seifer AK., Eskofier B., Schett G., Morf H.:
  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
• Ibrahim A., Ollenschläger M., Klebe S., Schüle R., Jeschonneck N., Kellner M., Loris E., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
  Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia
  In: European Journal of Neurology (2024)
  ISSN: 1351-5101
  DOI: 10.1111/ene.16367
• Jäger K., Nissen M., Flaucher M., Graf L., Joanidopoulos J., Anneken L., Hübner H., Goossens C., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data
  In: IEEE Access 12 (2024), p. 160794-160804
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2024.3487013
• Jäger K., Nissen M., Rahm S., Titzmann A., Fasching P., Beilner J., Eskofier B., Leutheuser H.:
  Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings
  In: Physiological Measurement (2024)
  ISSN: 0967-3334
  DOI: 10.1088/1361-6579/ad4952
• Keinert M., Schindler-Gmelch L., Eskofier B., Berking M.:
  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
• Keinert M., Schindler-Gmelch L., Rupp L., Sadeghi M., Capito K., Hager M., Rahimi F., Richer R., Egger B., Eskofier B., Berking M.:
  Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial
  In: BMC Psychiatry 24 (2024), Article No.: 896
  ISSN: 1471-244X
  DOI: 10.1186/s12888-024-06361-3
  URL: https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-024-06361-3
• Kirk C., Küderle A., Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Soltani A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Eskofier B., Del Din S.:
  Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
  In: Scientific Reports 14 (2024), Article No.: 1754
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-51766-5
• Klede K., Altstidl TR., Zanca D., Eskofier B.:
  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
• Kluge F., Brand YE., Micó-Amigo ME., Bertuletti S., D'Ascanio I., Gazit E., Bonci T., Kirk C., Küderle A., Palmerini L., Paraschiv-Ionescu A., Salis F., Soltani A., Ullrich M., Alcock L., Aminian K., Becker C., Brown P., Buekers J., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Echevarria C., Eskofier B., Evers J., Garcia-Aymerich J., Hache T., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Koch S., Maetzler W., Megaritis D., Niessen M., Perlman O., Schwickert L., Scott K., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Yarnall A., Rochester L., Mazzà C., Del Din S., Mueller A.:
  Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
  In: JMIR Formative Research 8 (2024), Article No.: e50035
  ISSN: 2561-326X
  DOI: 10.2196/50035
• Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
  A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3397208
• Kudelka J., Ollenschläger M., Dodel R., Eskofier B., Hobert MA., Jahn K., Klucken J., Labeit B., Polidori MC., Prell T., Warnecke T., von Arnim CA., Maetzler W., Jacobs AH.:
  Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey
  In: BMC Geriatrics 24 (2024), Article No.: 347
  ISSN: 1471-2318
  DOI: 10.1186/s12877-024-04913-6
• Kurz M., Abel L., Hauck F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Does stress stand a chance during sitting? Cortisol and subjective stress response to the (f-)TSST between sitting and standing body position
  Annual meeting of the American Psychosomatic Society (APS) (Brighton)
• Kurz M., Abel L., Hauck F., Richer R., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Exploring the cortisol and subjective stress response to the TSST between sitting and standing body position
  Annual meeting of the European Health Psychology Society (EHPS) (Cascais)
• Kurz M., Richer R., Abel L., Hauck F., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  f-TSST+: An extension to the friendly Trier Social Stress Test that enables better behavioral comparability during acute psychosocial stress
  DOI: 10.1016/j.psyneuen.2023.106862
• Kurz M., Richer R., Geßler T., Abel L., Hauck F., Herzer L., Küderle A., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  openTSST – An open web platform for large-scale, video- based motion analysis during acute psychosocial stress
  Jahrestagung Psychologie und Gehirn (PuG) (Hamburg)
• Kögel J., Huerta S., Gambietz M., Ullrich M., Heyde C., Dorschky E., Eskofier B.:
  Clustering Runners’ Response to Different Midsole Stack Heights: A Field Study
  In: Sensors 24 (2024), Article No.: 4694
  ISSN: 1424-8220
  DOI: 10.3390/s24144694
• Küderle A., Ullrich M., Roth N., Ollenschläger M., Ibrahim A., Moradi H., Richer R., Seifer AK., Zürl M., Simpetru R., Herzer L., Prossel D., Kluge F., Eskofier B.:
  Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3356791
• Laudanski AF., Küderle A., Kluge F., Eskofier B., Acker SM.:
  Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures
  In: IEEE Sensors Journal (2024), p. 1-1
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2024.3423374
• Lennartz R., Khassetarash A., R. Nigg S., Eskofier B., Nigg BM.:
  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
• Lennartz R., Stöve M., Talar K., Kumarampulakkal N., Dorschky E., Witte M., Eskofier B.:
  The Influence of Gamification on Motivation and Cardiac Variables in Soccer
  29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK, July 2, 2024 - July 5, 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
• Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
  A digital twin to overcome long-time challenges in photovoltaics
  In: Joule 8 (2024), p. 1-17
  ISSN: 2542-4351
  DOI: 10.1016/j.joule.2023.12.010
• Meier JJ., Weigand C., Bauer J., Eskofier B.:
  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, July 13, 2024 - July 15, 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
• Mejdani D., Bräunig J., Grießhammer S., Krauß D., Steigleder T., Engel L., Jukic J., Rozhdestvenskaya A., Winkler J., Eskofier B., Ostgathe C., Vossiek M.:
  Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment
  In: IEEE Transactions on Radar Systems 2 (2024), p. 1174-1185
  ISSN: 2832-7357
  DOI: 10.1109/TRS.2024.3494473
• Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
  Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5)
  In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 71
  ISSN: 1743-0003
  DOI: 10.1186/s12984-024-01361-6
• Moradi H., Flaucher M., Ott T., Ringgold V., Eskofier B., Leutheuser H.:
  Can HCI Lead the Way? Workshop on Exploring Conscious AI
  In: Mensch und Computer - Workshopband 2024, Gesellschaft für Informatik e.V., 2024
  DOI: 10.18420/muc2024-mci-ws12-113
  (Conference report)
• Müller J., Krauß D., Engel L., Vossiek M., Eskofier B., Dorschky E.:
  End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data
  Asilomar Conference on Signals, Systems, and Computers
• Nieth B., Altstidl TR., Schwinn L., Eskofier B.:
  Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation
  International Conference on Machine Learning 2024 DMLR Workshop: Data-centric Machine Learning Research (Wien, July 26, 2024 - July 27, 2024)
  DOI: 10.48550/arXiv.2406.13283
• Nissen M., Huang SY., Jäger K., Flaucher M., Titzmann A., Bleher H., Pontones C., Hübner H., Danzberger N., Fasching P., Eskofier B., Leutheuser H.:
  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
• Nitschke M., Dorschky E., Leyendecker S., Eskofier B., Koelewijn A.:
  Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations
  In: Frontiers in Bioengineering and Biotechnology 12 (2024)
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2024.1285845
• Owsienko D., Schwinn L., Eskofier B., Kiesswetter E., Loos H.:
  Sensory evaluation of axillary odour samples of younger and older adults by a trained panel
  In: Flavour and Fragrance Journal 39 (2024), p. 3-9
  ISSN: 0882-5734
  DOI: 10.1002/ffj.3762
• Pitzal M., Mücke A., Bräunig J., Brückner S., Richer R., Schlechtweg N., Albrecht NC., Koelpin A., Eskofier B., Vossiek M.:
  Open Sync Board – An open-source tool for hardware synchronization of multimodal physiological sensor setups
  In: Journal of Open Hardware 8 (2024)
  ISSN: 2514-1708
  Open Access: https://ojs.lib.uwo.ca/index.php/openhardware/article/view/19238
  URL: https://ojs.lib.uwo.ca/index.php/openhardware/article/view/19238
• Raccagni C., Sidoroff V., Paraschiv-Ionescu A., Roth N., Schönherr G., Eskofier B., Gaßner H., Kluge F., Teatini F., Seppi K., Goebel G., Benninger DH., Aminian K., Klucken J., Wenning G.:
  Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP)
  In: BMJ Open 14 (2024), p. e081317-
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2023-081317
• Richer R., Abel L., Hauck F., Ringgold V., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Bodily Freezing As A Response To Acute Psychosocial Stress
  In: Psychoneuroendocrinology 160 (2024), p. 106755
  ISSN: 0306-4530
  DOI: 10.1016/j.psyneuen.2023.106755
• Richer R., Abel L., Mücke A., Küderle A., Eskofier B., Rohleder N.:
  CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment
  DOI: 10.1016/j.psyneuen.2023.106845
• Richer R., Koch V., Abel L., Hauck F., Kurz M., Ringgold V., Müller V., Küderle A., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Machine learning-based detection of acute psychosocial stress from body posture and movements
  In: Scientific Reports 14 (2024), Article No.: 8251
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-59043-1
  URL: https://www.nature.com/articles/s41598-024-59043-1
• Richer R., Varkentin E., Kurmanbekova K., Müller V., Abel L., Ringgold V., Küderle A., Brich I., Rohleder N., Eskofier B.:
  Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress
  DOI: 10.1016/j.psyneuen.2023.106870
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Lower Vagal Response to the Cold Face Test during Acute Psychosocial Stress is Associated with Higher Cortisol Reactivity
  DOI: 10.1016/j.psyneuen.2023.106871
• Ringgold V., Abel L., Eskofier B., Rohleder N.:
  Sex differences in acute biological stress responses triggered by the Virtual Reality Stroop Room
  Society for Biopsychosocial Science and Medicine (former American Psychosomatic Society) 81st Annual Scientific Meeting (Brighton)
• Ringgold V., Abel L., Eskofier B., Rohleder N.:
  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
• Ringgold V., Shields GS., Burkhardt F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
  Assessing Task-Related Changes in Self-Reported Stress: Validation of the Short Stress State Questionnaire in German(SSSQ-G)
  38th Annual Conference of the European Health Psychology Society (Cascais)
• Ringgold V., Shields GS., Hauck F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
  The Short Stress State Questionnaire in German (SSSQ-G): A Multi-Study Validation
  In: European Journal of Health Psychology 31 (2024), p. 189-200
  ISSN: 2512-8442
  DOI: 10.1027/2512-8442/a000160
• Ringgold V., Shields GS., Hauck F., Kurz M., Schindler-Gmelch L., Abel L., Richer R., Eskofier B., Rohleder N.:
  The Short Stress State Questionnaire in German (SSSQ-G): A Novel Tool for Assessing Task-Related Changes in Self-Reported Stress
  53. DGPs-Kongress/15. ÖGP-Konferenz (Wien)
• Roider J., Nguyen A., Zanca D., Eskofier B.:
  Assessing the Performance of Remaining Time Prediction Methods for Business Processes
  In: IEEE Access (2024), p. 1-19
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2024.3459648
  URL: https://ieeexplore.ieee.org/abstract/document/10679137
• Roider J., Wang W., Zanca D., Matzner M., Eskofier B.:
  Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values
  6th International Conference on Process Mining (Technical University of Denmark, October 14, 2024 - October 18, 2024)
  In: Andrea Delgado, Tijs Slaats (ed.): Process Mining Workshops 2024
  DOI: 10.1007/978-3-031-82225-4_17
• Roider J., Zanca D., Eskofier B.:
  Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring
  BPM: International Conference on Business Process Management (Krakow, September 1, 2024 - September 6, 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
• Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
  Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
  Deutscher Psychotherapiekongress (DPK) (Berlin, June 11, 2024 - June 15, 2024)
  URL: https://www.dgps.de/fileadmin/user_upload/PDF/Pressemitteilungen/DGPs-Pressemitteilung_DPK2024_20241606.pdf
• Sadeghi M., Richer R., Egger B., Schindler-Gmelch L., Rupp L., Rahimi F., Berking M., Eskofier B.:
  Harnessing multimodal approaches for depression detection using large language models and facial expressions
  In: npj Mental Health Research 3 (2024), p. 66
  ISSN: 2731-4251
  DOI: 10.1038/s44184-024-00112-8
  URL: https://www.nature.com/articles/s44184-024-00112-8
• Schlieper P., Dombrowski MN., Nguyen A., Zanca D., Eskofier B.:
  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
• Schlieper P., Luft H., Klede K., Strohmeyer C., Eskofier B., Zanca D.:
  Enhancing unsupervised outlier model selection: A study on ireos algorithms
  In: ACM Transactions on Knowledge Discovery from Data 18 (2024), Article No.: 178
  ISSN: 1556-4681
  DOI: 10.1145/3653719
• Schmidt M., Sadeghi M., Rahimi F., Eskofier B., Buglagil A., Schmauß B., Carlowitz C.:
  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, May 5, 2024 - May 10, 2024)
  In: CLEO: Science and Innovations, CLEO: S and I 2024 in Proceedings CLEO 2024, Part of Conference on Lasers and Electro-Optics 2024
• Schrupp B., Klede K., Raab R., Eskofier B.:
  Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data
  International Conference on Computational Science 2024
  In: Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M.A. (ed.): Computational Science -- ICCS 2024, Cham: 2024
  DOI: 10.1007/978-3-031-63772-8_22
• Seifer AK., Kuderle A., Dorschky E., Moradi H., Hannemann R., Eskofier B.:
  Step Length and Gait Speed Estimation using A Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms
  In: IEEE Journal of Biomedical and Health Informatics (2024)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2024.3454824
• Sens D., Shilova L., Gräf L., Grebenshchikova M., Eskofier B., Casale FP.:
  Genetics-driven risk predictions leveraging the Mendelian randomization framework
  In: Genome Research 34 (2024), p. 1276-1285
  ISSN: 1088-9051
  DOI: 10.1101/gr.279252.124
• Shanbhag J., Fleischmann S., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Modelling postural control of upright standing during translational perturbations
  29th Congress of the European Society of Biomechanics (Edinburgh, Scotland, June 30, 2024 - July 3, 2024)
• Shanbhag J., Fleischmann S., Wechsler I., Gaßner H., Winkler J., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing
  In: Frontiers in Neuroscience 18 (2024)
  ISSN: 1662-4548
  DOI: 10.3389/fnins.2024.1393749
• Simpetru R., Arkudas A., Braun D., Oßwald M., Souza de Oliveira D., Eskofier B., Kinfe TM., Del Vecchio A.:
  Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks
  In: IEEE Transactions on Biomedical Engineering (2024), p. 1-12
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2024.3432800
• Souza de Oliveira D., Ponfick M., Braun D., Oßwald M., Sierotowicz M., Chatterjee S., Weber DJ., Eskofier B., Castellini C., Farina D., Kinfe TM., Del Vecchio A.:
  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
• Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
  Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024)
  ISSN: 2832-7322
  Open Access: https://ieeexplore.ieee.org/abstract/document/10526425
• Stahlke M., George Y., Feigl T., Eskofier B., Mutschler C.:
  Velocity-Based Channel Charting with Spatial Distribution Map Matching
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation 2 (2024), p. 230-239
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2024.3424768
• Streit H., Keinert M., Schindler-Gmelch L., Eskofier B., Berking M.:
  Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
  In: Stress and Health (2024), Article No.: e3384
  ISSN: 1532-2998
  DOI: 10.1002/smi.3384
• Wechsler I., Wolf A., Shanbhag J., Leyendecker S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review
  In: Frontiers in Bioengineering and Biotechnology 12 (2024)
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2024.1386874
  URL: https://www.frontiersin.org/articles/10.3389/fbioe.2024.1386874
• Zakreuskaya A., Buschek D., Mackay WE., Avellino I., Dove G., Eskofier B.:
  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, September 1, 2024 - September 4, 2024)
  In: ACM International Conference Proceeding Series 2024
  DOI: 10.1145/3670653.3670665
• Zieger D., Güthlein F., Henningson JO., Jakob V., Gaßner H., Shanbhag J., Fleischmann S., Miehling J., Wartzack S., Eskofier B., Winkler J., Egger B., Stamminger M.:
  3D Body Twin: Improving Human Gait Visualizations Using Personalized Avatars
  Shape in Medical Imaging (Marrakesh, October 6, 2024 - October 6, 2024)
  In: ShapeMI 2024 2024
  DOI: 10.1007/978-3-031-75291-9_6
• Zürl M., Stoll P., Brehm I., Sueskind J., Raab R., Petermann J., Zanca D., Simon R., von Fersen L., Eskofier B.:
  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
• Öhl N., Steigleder T., Hille EM., Braun M., Weisser A., Muehlensiepen F., Vossiek M., Eskofier B., Kölpin A., Forbes CC., Ostgathe C., Heckel M.:
  Soziale Implikationen von Gesundheitstechnologien in der Palliativversorgung – Entwicklung eines konzeptionellen Rahmenwerks
  In: Zeitschrift für Palliativmedizin 25 (2024)
  ISSN: 1615-2921
  DOI: 10.1055/s-0044-1788351

2023

• Abdullahi Yari I., Raab R., Küderle A., Eskofier B.:
  Aligning Federated Learning with Existing Trust Structures in Health Care Systems
  In: International Journal of Environmental Research and Public Health 20 (2023), Article No.: 5378
  ISSN: 1661-7827
  DOI: 10.3390/ijerph20075378
  URL: https://www.mdpi.com/1660-4601/20/7/5378
• Altstidl TR., Nguyen A., Schwinn L., Köferl F., Mutschler C., Eskofier B., Zanca D.:
  Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
  2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia, June 18, 2023 - June 23, 2023)
  In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023
  DOI: 10.1109/IJCNN54540.2023.10191724
• Bräunig J., Mejdani D., Krauß D., Grießhammer S., Richer R., Schüßler C., Yip J., Steigleder T., Ostgathe C., Eskofier B., Vossiek M.:
  Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, October 15, 2023 - October 18, 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
• Brückner S., Weber J., Michler F., Shanin N., Schober R., Hagelauer A., Weigel R., Gaßner H., Winkler J., Eskofier B., Vossiek M.:
  A Wireless Joint Communication and Localization EMG-Sensing Concept for Movement Disorder Assessment
  In: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology (2023), p. 1--10
  ISSN: 2469-7249
  DOI: 10.1109/JERM.2023.3321974
  URL: https://ieeexplore.ieee.org/document/10286030
• Casolo A., Maeo S., Balshaw TG., Lanza MB., Martin NRW., Nuccio S., Moro T., Paoli A., Felici F., Maffulli N., Eskofier B., Kinfe TM., Folland JP., Farina D., Del Vecchio A.:
  Non-invasive estimation of muscle fibre size from high-density electromyography
  In: The Journal of Physiology (2023)
  ISSN: 0022-3751
  DOI: 10.1113/JP284170
• Cerutti S., Eskofier B., Tourassi G.:
  Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 2656-2659
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2023.3274977
• Del Vecchio A., Marconi Germer C., Kinfe TM., Nuccio S., Hug F., Eskofier B., Farina D., Enoka RM.:
  The Forces Generated by Agonist Muscles during Isometric Contractions Arise from Motor Unit Synergies
  In: The Journal of Neuroscience 43 (2023), p. 2860-2873
  ISSN: 1529-2401
  DOI: 10.1523/JNEUROSCI.1265-22.2023
• Dumbach P., Schwinn L., Löhr T., Do PL., Eskofier B.:
  Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach
  In: Evolutionary Intelligence (2023)
  ISSN: 1864-5909
  DOI: 10.1007/s12065-023-00878-4
  URL: https://link.springer.com/article/10.1007/s12065-023-00878-4
• Dumbach P., Schwinn L., Löhr T., Elsberger T., Eskofier B.:
  Artificial intelligence trend analysis in German business and politics: a web mining approach
  In: International Journal of Data Science and Analytics (2023), p. 1-22
  ISSN: 2364-415X
  DOI: 10.1007/s41060-023-00483-9
  URL: https://link.springer.com/article/10.1007/s41060-023-00483-9
• Eskofier B., Klucken J.:
  Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine
  DOI: 10.1146/annurev-bioeng-110220-030247
• Flaucher M., Zakreuskaya A., Jäger K., Richer R., Smeddinck JD., Kumar D., Grimme S., Klein J., Hrynyschyn R., Eskofier B., Leutheuser H.:
  Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
  Mensch und Computer 2023 (Rapperswil, September 3, 2023 - September 6, 2023)
  In: Workshopband 2023
  DOI: 10.18420/muc2023-mci-ws14-117
• Flaucher M., Zakreuskaya A., Nissen M., Mocker A., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review
  In: Oncologist (2023)
  ISSN: 1083-7159
  DOI: 10.1093/oncolo/oyad217
• Fleischmann S., Shanbhag J., Miehling J., Wartzack S., Leyendecker S., Koelewijn A., Eskofier B.:
  Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control
  28th Congress of the European Society of Biomechanics (Maastricht, July 9, 2023 - July 12, 2023)
• Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
  Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, July 24, 2023 - July 27, 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340336
• Habs M., Dingermann T., Bachmeier BE., Eskofier B., Friedrich B., Prantl L., Emmer J., Langhorst J., Dreischulte T., Koller M.:
  Real world evidence (RWE) in phytotherapy: Perspectives for the development of a registry for phytopharmaceuticals Real World Evidence (RWE) in der Phytotherapie: Perspektiven für den Aufbau eines Registers zur Nutzung von Phytopharmaka
  In: Zeitschrift für Allgemeinmedizin (2023)
  ISSN: 1433-6251
  DOI: 10.1007/s44266-023-00021-7
• Härtl T., Owsienko D., Schwinn L., Hirsch C., Eskofier B., Lang R., Wirtz S., Loos H.:
  Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study
  In: Frontiers in Ecology and Evolution 11 (2023), Article No.: 1107463
  ISSN: 2296-701X
  DOI: 10.3389/fevo.2023.1107463
• Ibrahim A., Adler W., Gaßner H., Rothhammer V., Kluge F., Eskofier B.:
  Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis
  In: International Journal of Medical Informatics 177 (2023), Article No.: 105145
  ISSN: 1386-5056
  DOI: 10.1016/j.ijmedinf.2023.105145
• Keinert M., Böhme S., Eskofier B., Schuller BW., Berking M.:
  Breathe your stress away. Preliminary results of a randomized controlled study investigating a breath-based approach-avoidance modification training in individuals with elevated stress
  2. Deutscher Psychotherapie Kongress (Berlin)
• Keinert M., Eskofier B., Schuller BW., Böhme S., Berking M.:
  Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study
  In: Pilot and Feasibility Studies 9 (2023), Article No.: 155
  ISSN: 2055-5784
  DOI: 10.1186/s40814-023-01386-z
• Klede K., Altstidl TR., Zanca D., Eskofier B.:
  p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
  Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans, December 10, 2023 - December 16, 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
• Klede K., Schwinn L., Zanca D., Eskofier B.:
  FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
  AAAI 2023 (Washington, D.C., February 7, 2023 - February 14, 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
• Koch V., Jakob V., Küderle A., Ollenschläger M., Kotter K., Ibrahim A., Winkler J., Eskofier B., Regensburger M., Gaßner H.:
  Inertial sensor acquired foot elevation parameters validated by Motion capture in a cohort of patients with Hereditary Spastic Paraplegias
  In: Gait & Posture 100 (2023), p. 79-80
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2022.11.071
• Krauß D., Richer R., Albrecht NC., Küderle A., Abel L., Leutheuser H., Jukic J., German A., Kölpin A., Winkler J., Eskofier B.:
  Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, October 9, 2023 - October 11, 2023)
• Köferl F., Jami J., Li J., Zanca D., Eskofier B., Zürl M.:
  Tracking the visitor: An optical indoor system for visitor research in museums
  In: Sonja Thiel, Johannes C. Bernhardt (ed.): AI in Museums: Reflections, Perspectives and Applications, Transcript-Verlag, 2023, p. 287 - 294 (Edition Museum, Vol.74)
  ISBN: 9783839467107
  DOI: 10.14361/9783839467107
• Küderle A., Richer R., Simpetru R., Eskofier B.:
  tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation
  In: Journal of Open Source Software 8 (2023), p. 4953
  ISSN: 2475-9066
  DOI: 10.21105/joss.04953
  URL: https://joss.theoj.org/papers/10.21105/joss.04953
• Lennartz R., Khassetarash A., Spyrou E., Hallihan A., Eskofier B., Nigg B.:
  The Influence of Protective Equipment on Performance in Ice Hockey
  XXIX Conference of the International Society of Biomechanics (ISB) (Fukuoka, July 30, 2023 - August 3, 2023)
  In: ISB Program & Abstract Book 2023
  URL: https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9
• Loris E., Ollenschläger M., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
  Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia
  In: Annals of Clinical and Translational Neurology 10 (2023)
  ISSN: 2328-9503
  DOI: 10.1002/acn3.51725
• Löffler C., Fallah K., Fenu S., Zanca D., Eskofier B., Rozell CJ., Mutschler C.:
  Active Learning of Ordinal Embeddings: A User Study on Football Data
  In: Transactions on Machine Learning Research (2023), p. 1-26
  ISSN: 2835-8856
  Open Access: https://openreview.net/pdf?id=oq3tx5kinu
  URL: https://openreview.net/forum?id=oq3tx5kinu
• Maier T., Kamm L., Heckmann A., Eskofier B.:
  Homogeneous Soil Moisture Sensor with High Repeatability for Different Soil Depths
  Sensor and Measurement Science International 2023 (Nuremberg, Germany, May 8, 2023 - May 11, 2023)
  DOI: 10.5162/smsi2023/p32
• Mayer K., Del Vecchio A., Eskofier B., Farina D.:
  Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion
  In: Biomedical Signal Processing and Control 86 (2023), Article No.: 105178
  ISSN: 1746-8094
  DOI: 10.1016/j.bspc.2023.105178
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
  In: Scientific Reports 13 (2023), Article No.: 16307
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-43373-7
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
  In: Scientific Reports 13 (2023), p. 13167-
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-40263-w
• Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
  Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
  In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 78
  ISSN: 1743-0003
  DOI: 10.1186/s12984-023-01198-5
• Moradi H., Hannink J., Stallforth S., Gladow T., Ringbauer S., Mayr M., Winkler J., Klucken J., Eskofier B.:
  Monitoring medication optimization in patients with Parkinson’s disease
  2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Sydney, July 24, 2023 - July 27, 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/embc40787.2023.10340618
• Nissen M., Barrios Campo N., Flaucher M., Jäger K., Titzmann A., Blunck D., Fasching P., Engelhardt V., Eskofier B., Leutheuser H.:
  Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data
  In: npj Digital Medicine 6 (2023), Article No.: 189
  ISSN: 2398-6352
  DOI: 10.1038/s41746-023-00935-3
• Nissen M., Flaucher M., Jäger K., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Eskofier B., Leutheuser H.:
  WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography
  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, July 24, 2023 - July 27, 2023)
  In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
  DOI: 10.1109/EMBC40787.2023.10340204
• Nissen M., Perez CA., Jäger K., Bleher H., Flaucher M., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
  Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study
  In: JMIR Pediatrics and Parenting 6 (2023), Article No.: e50765
  ISSN: 2561-6722
  DOI: 10.2196/50765
• Nitschke M., Marzilger R., Leyendecker S., Eskofier B., Koelewijn A.:
  Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data
  In: PeerJ (2023)
  ISSN: 2167-8359
  DOI: 10.7717/peerj.14852
  URL: https://peerj.com/articles/14852/
• Nitschke M., Nwosu OB., Grube L., Knitza J., Seifer AK., Eskofier B., Schett G., Morf H.:
  Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study
  In: JMIR Formative Research 7 (2023), Article No.: e47426
  ISSN: 2561-326X
  DOI: 10.2196/47426
• Oesten M., Richer R., Abel L., Rohleder N., Eskofier B.:
  VoStress – Voice-based Detection of Acute Psychosocial Stress
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, October 15, 2023 - October 18, 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
• Ollenschläger M., Höfner P., Ullrich M., Kluge F., Greinwalder T., Loris E., Regensburger M., Eskofier B., Winkler J., Gaßner H.:
  Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning
  In: Orphanet Journal of Rare Diseases 18 (2023), Article No.: 249
  ISSN: 1750-1172
  DOI: 10.1186/s13023-023-02854-8
• Oppelt MP., Foltyn A., Deuschel J., Lang NR., Holzer N., Eskofier B., Yang SH.:
  ADABase: A Multimodal Dataset for Cognitive Load Estimation
  In: Sensors 23 (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23010340
• Pontones C., Titzmann A., Hübner H., Danzberger N., Rübner M., Häberle L., Eskofier B., Nissen M., Kehl S., Faschingbauer F., Beckmann M., Fasching P., Schneider M.:
  Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care
  In: Journal of Clinical Medicine 12 (2023), Article No.: 4224
  ISSN: 2077-0383
  DOI: 10.3390/jcm12134224
• Raab R., Küderle A., Zakreuskaya A., Stern AD., Klucken J., Kaissis G., Rueckert D., Boll S., Eils R., Wagener H., Eskofier B.:
  Federated electronic health records for the European Health Data Space
  In: The Lancet Digital Health 5 (2023), p. e840-e847
  ISSN: 2589-7500
  DOI: 10.1016/S2589-7500(23)00156-5
  URL: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00156-5/fulltext
• Ren Z., Schuller BW., Eskofier B., Nguyen TT., Nejdl W.:
  Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 5213-5215
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2023.3322052
• Richer R., Abel L., Küderle A., Eskofier B., Rohleder N.:
  CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling
  In: Psychoneuroendocrinology 151 (2023), p. 106073
  ISSN: 0306-4530
  DOI: 10.1016/j.psyneuen.2023.106073
  URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
• Richer R., Geßler T., Herzer L., Abel L., Küderle A., Rohleder N., Eskofier B.:
  openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston, MA, October 9, 2023 - October 11, 2023)
• Ringgold V., Kaiser P., Eskofier B., Rohleder N.:
  The Impact of a Deceptive Virtual Agent on Stress Markers in the Virtual Reality Stroop Room
• Ringgold V., Mehringer W., Eskofier B., Rohleder N.:
  Stroop, Stress, and VR: Developing the Virtual Reality Stroop Room
  Würtual Reality XR Meeting (Würzburg, April 11, 2023 - April 13, 2023)
• Rodrigues VF., da Rosa Righi R., da Costa CA., Zeiser FA., Eskofier B., Maier A., Kim D.:
  Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud
  In: Health and Technology (2023)
  ISSN: 2190-7188
  DOI: 10.1007/s12553-023-00753-3
• Romijnders R., Salis F., Hansen C., Küderle A., Paraschiv-Ionescu A., Cereatti A., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Chiari L., D'Ascanio I., Del Din S., Eskofier B., Fernstad SJ., Fröhlich MS., Garcia Aymerich J., Gazit E., Hausdorff JM., Hiden H., Hume E., Keogh A., Kirk C., Kluge F., Koch S., Mazzà C., Megaritis D., Micó-Amigo E., Müller A., Palmerini L., Rochester L., Schwickert L., Scott K., Sharrack B., Singleton D., Soltani A., Ullrich M., Vereijken B., Vogiatzis I., Yarnall A., Schmidt G., Maetzler W.:
  Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
  In: Frontiers in Neurology 14 (2023), Article No.: 1247532
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2023.1247532
• Rupp L., Capito K., Gmelch LM., Böhme S., Richer R., Sadeghi M., Rahimi F., Abel L., Eskofier B., Berking M.:
  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)
• Rupp L., Keinert M., Böhme S., Gmelch LM., Eskofier B., Schuller BW., Berking M.:
  Sadness-Based Approach-Avoidance Modification Training for Subjective Stress in Adults: Pilot Randomized Controlled Trial
  In: JMIR Formative Research 7 (2023), p. e50324
  ISSN: 2561-326X
  DOI: 10.2196/50324
• Sadeghi M., Egger B., Agahi R., Richer R., Capito K., Rupp L., Gmelch LM., Berking M., Eskofier B.:
  Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
  IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023 (Pittsburgh, PA, USA, October 15, 2023 - October 18, 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
• Salis F., Bertuletti S., Bonci T., Caruso M., Scott K., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Becker C., Brown P., Carsin AE., Caulfield B., Chiari L., D’Ascanio I., Del Din S., Eskofier B., Garcia-Aymerich J., Hausdorff JM., Hume EC., Kirk C., Kluge F., Koch S., Küderle A., Maetzler W., Micó-Amigo EM., Mueller A., Neatrour I., Paraschiv-Ionescu A., Palmerini L., Yarnall AJ., Rochester L., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Della Croce U., Mazzà C., Cereatti A.:
  A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
  In: Frontiers in Bioengineering and Biotechnology 11 (2023), Article No.: 1143248
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2023.1143248
• Scholl C., Spiegler M., Ludwig K., Eskofier B., Tobola A., Zanca D.:
  An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems
  In: Sensors 23 (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23083798
• Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
  Exploring misclassifications of robust neural networks to enhance adversarial attacks
  In: Applied Intelligence (2023)
  ISSN: 0924-669X
  DOI: 10.1007/s10489-023-04532-5
• Schüßler C., Hoffmann M., Wirth V., Eskofier B., Weyrich T., Stamminger M., Vossiek M.:
  Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator
  2023 IEEE Radar Conference (RadarConf23) (2023 IEEE Radar Conference (RadarConf23). San Antonio, TX, US, June 21, 2023 - June 26, 2023)
  In: Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) (Grant Number: 44241933) (ed.): IEEE Xplore 2023
  DOI: 10.1109/RadarConf2351548.2023.10149641
• Seifer AK., Dorschky E., Küderle A., Moradi H., Hannemann R., Eskofier B.:
  EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors
  In: Sensors 23 (2023), Article No.: 6565
  ISSN: 1424-8220
  DOI: 10.3390/s23146565
  URL: https://www.mdpi.com/1424-8220/23/14/6565
• Seifer AK., Popp F., Richer R., Gaßner H., Eskofier B.:
  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, October 15, 2023 - October 18, 2023)
• Shanbhag J., Fleischmann S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model
  ISPGR World Congress 2023 (Brisbane, July 9, 2023 - July 13, 2023)
• Shanbhag J., Wolf A., Wechsler I., Fleischmann S., Winkler J., Leyendecker S., Eskofier B., Koelewijn A., Wartzack S., Miehling J.:
  Methods for integrating postural control into biomechanical human simulations: a systematic review
  In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 111
  ISSN: 1743-0003
  DOI: 10.1186/s12984-023-01235-3
• Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
  Uncertainty-based Fingerprinting Model Selection for Radio Localization
  13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, September 25, 2023 - September 28, 2023)
  In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
  DOI: 10.1109/IPIN57070.2023.10332531
• Stahlke M., Yammine G., Feigl T., Eskofier B., Mutschler C.:
  Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach
  In: IEEE Transactions on Machine Learning in Communications and Networking 1 (2023), p. 1-15
  ISSN: 2831-316X
  DOI: 10.1109/TMLCN.2023.3256964
• Streit H., Beitner L., Rupp L., Keinert M., Meixner M., Wichmann L., Hager M., Eskofier B., Schuller BW., Berking M.:
  Multimodal, Valence-enhanced Approach-Avoidance Modification Training in Social Phobia and other Mental Disorders: Study protocol of Seven Randomized Controlled Trials
  2. Deutscher Psychotherapie Kongress (Berlin)
• Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data.
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 319-328
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2022.3215921
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, October 15, 2023 - October 18, 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
• Zugarini A., Röthenbacher T., Klede K., Ernandes M., Eskofier B., Zanca D.:
  Die Rätselrevolution: Automated German Crossword Solving
  CLiC-it 2023 - Italian Conference on Computational Linguistics (Venice, November 30, 2023 - December 2, 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
• Zürl M., Dirauf R., Köferl F., Steinlein N., Sueskind J., Zanca D., Brehm I., von Fersen L., Eskofier B.:
  PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
  In: Animals 13 (2023), p. 801
  ISSN: 2076-2615
  DOI: 10.3390/ani13050801
• da Rosa Tavares JE., Ullrich M., Roth N., Kluge F., Eskofier B., Gaßner H., Klucken J., Gladow T., Marxreiter F., da Costa CA., da Rosa Righi R., Victória Barbosa JL.:
  uTUG: An unsupervised Timed Up and Go test for Parkinson's disease
  In: Biomedical Signal Processing and Control 81 (2023), Article No.: 104394
  ISSN: 1746-8094
  DOI: 10.1016/j.bspc.2022.104394

2022

• Albrecht BM., Flasskamp FT., Koster A., Eskofier B., Bammann K.:
  Cross-sectional survey on researchers' experience in using accelerometers in health-related studies
  In: BMJ Open Sport and Exercise Medicine 8 (2022)
  ISSN: 2055-7647
  DOI: 10.1136/bmjsem-2021-001286
• Antunes RS., Da Costa CA., Küderle A., Abdullahi Yari I., Eskofier B.:
  Federated Learning for Healthcare: Systematic Review and Architecture Proposal
  In: ACM Transactions on Intelligent Systems and Technology (2022)
  ISSN: 2157-6904
  DOI: 10.1145/3501813
  URL: https://dl.acm.org/doi/10.1145/3501813
• Cakici A., Oßwald M., Souza de Oliveira D., Braun D., Simpetru R., Kinfe TM., Eskofier B., Del Vecchio A.:
  A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, July 11, 2022 - July 15, 2022)
  DOI: 10.1109/EMBC48229.2022.9870914
• Cakici AL., Oßwald M., Souza de Oliveira D., Braun D., Simpetru RC., Kinfe TM., Eskofier B., Del Vecchio A.:
  A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Glasgow, GBR, July 11, 2022 - July 15, 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
• Capito K., Gmelch LM., Rupp L., Sadeghi M., Eskofier B., Berking M.:
  Efficacy of a smartphone-based reappraisal training against depressed mood and benefits of enhancing it with facial expression–a feasibility study
  Deutscher Psychotherapiekongress (Berlin, June 7, 2022 - June 11, 2022)
• Ceron JD., Lopez DM., Eskofier B., Kluge F.:
  Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22093364
• Dib W., Ghanem K., Ababou A., Eskofier B.:
  Human Activity Recognition based on the Fading characteristics of the On-body Channel
  In: IEEE Sensors Journal (2022)
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2022.3159992
• Fidorra J., Nissen M., Abdullahi Yari I., Ostgathe C., Steigleder T., Eskofier B.:
  Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care
  12th World Research Congress of the European Association for Palliative Care (Online, May 18, 2022 - May 20, 2022)
  DOI: 10.1177/02692163221093145
  URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
• Flaucher M., Nissen M., Jäger K., Titzmann A., Pontones C., Hübner H., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care
  In: IEEE Journal of Translational Engineering in Health and Medicine (2022), p. 1-9
  ISSN: 2168-2372
  DOI: 10.1109/JTEHM.2022.3179147
• Froehlich H., Bontridder N., Petrovska-Delacreta D., Glaab E., Kluge F., El Yacoubi M., Marin Valero M., Corvol JC., Eskofier B., Van Gyseghem JM., Lehericy S., Winkler J., Klucken J.:
  Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease
  In: Frontiers in Neurology 13 (2022)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2022.788427
• Gmelch LM., Böhme S., Capito K., Rupp L., Richer R., Sadeghi M., Eskofier B., Berking M.:
  EmpkinS - Empathokinästhetische Sensorik für Biofeedback bei Depression
  Deutscher Psychotherapiekongress (DPK) (Berlin, June 7, 2022 - June 11, 2022)
  URL: https://deutscher-psychotherapie-kongress.de/wp-content/uploads/2022/06/web_Programm_DPK2022_SS_09062022_final.pdf
• Gmelch LM., Capito K., Rupp L., Richer R., Sadeghi M., Eskofier B., Berking M., Böhme S.:
  EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression
  EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression (Freiburg, June 16, 2022 - June 18, 2022)
• Hagengruber A., Leipscher U., Eskofier B., Vogel J.:
  A New Labeling Approach for Proportional Electromyographic Control
  In: Sensors 22 (2022), Article No.: 1368
  ISSN: 1424-8220
  DOI: 10.3390/s22041368
• Hecht D., Pfahler T., Ullmann I., Altstidl TR., Amer N., Jin Y., Eskofier B., Vossiek M.:
  In Vivo Skin-Type Classification Using Millimeter-Wave Near-Field Probe Spectroscopy
  2022 52nd European Microwave Conference (Milan, September 27, 2022 - September 29, 2022)
  In: Institute of Electrical and Electronics Engineers (IEEE) (ed.): 2022 52nd European Microwave Conference, Milan: 2022
  DOI: 10.23919/EuMC54642.2022.9924376
• Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
  Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
  2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, September 27, 2022 - September 30, 2022)
  DOI: 10.1109/BHI56158.2022.9926775
  URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
• Ibrahim A., Flachenecker F., Gaßner H., Rothammer V., Klucken J., Eskofier B., Kluge F.:
  Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis
  In: Multiple Sclerosis and Related Disorders 58 (2022), Article No.: 103519
  ISSN: 2211-0348
  DOI: 10.1016/j.msard.2022.103519
• Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
  Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
  2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, September 27, 2022 - September 30, 2022)
  DOI: 10.1109/BHI56158.2022.9926804
• Keinert M., Böhme S., Schindler-Gmelch L., Streit H., Rupp L., Eskofier B., Berking M.:
  Modifying dysfunctional beliefs with emotion-enhanced smartphone interventions: Pilot study of an emotion-based approach-avoidance modification training for individuals with elevated stress
  52. Kongress der European Association for Behavioral and Cognitive Therapies (Barcelona)
• Keinert M., Böhme S., Schindler-Gmelch L., Streit H., Rupp L., Eskofier B., Schuller BW., Berking M.:
  An anger-based approach-avoidance modification training targeting dysfunctional beliefs in individuals with elevated stress – Results from a randomized controlled pilot study
  Kongress der Deutschen Gesellschaft für Verhaltensmedizin 2022 (Salzburg, September 29, 2022 - October 1, 2022)
• Keinert M., Streit H., Böhme S., Rupp L., Schindler-Gmelch L., Capito K., Eskofier B., Schuller BW., Berking M.:
  Eine emotionsbasierte Variante des Annäherungs-Vermeidungs-Modifikationstrainings als Maßnahme zur Reduktion erhöhten Stresserlebens: eine Pilotstudie
  1. Deutscher Psychotherapiekongress (Berlin, June 7, 2022 - June 11, 2022)
• Knitza J., Janousek L., Kluge F., Von Der Decken CB., Kleinert S., Vorbrueggen W., Kleyer A., Simon D., Hueber A., Muehlensiepen F., Vuillerme N., Schett G., Eskofier B., Welcker M., Bartz-Bazzanella P.:
  Machine learning-based improvement of an online rheumatology referral and triage system
  In: Frontiers in Medicine 9 (2022), Article No.: 954056
  ISSN: 2296-858X
  DOI: 10.3389/fmed.2022.954056
• Krauß D., Richer R., Küderle A., Beilner J., Rohleder N., Eskofier B.:
  Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
  IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, September 26, 2022 - September 30, 2022)
• Krauß D., Richer R., Küderle A., Rohleder N., Eskofier B.:
  Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information
  13th World Congress of Performance Analysis of Sport 2022 & 13th International Symposium on Computer Science in Sport 2022 (Wien, September 10, 2022 - September 13, 2022)
• Küderle A., Roth N., Richer R., Eskofier B.:
  imucal - A Python library to calibrate 6 DOF IMUs
  In: Journal of Open Source Software 7 (2022), p. 4338
  ISSN: 2475-9066
  DOI: 10.21105/joss.04338
  URL: https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf
• Küderle A., Roth N., Zlatanovic J., Zrenner M., Eskofier B., Kluge F.:
  The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
  In: PLoS ONE 17 (2022)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0269567
• Link J., Perst T., Stöve M., Eskofier B.:
  Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
  In: Sensors 22 (2022), p. 2560
  ISSN: 1424-8220
  DOI: 10.3390/s22072560
• Link J., Schwinn L., Pulsmeyer F., Kautz T., Eskofier B.:
  xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning
  In: Sensors 22 (2022), Article No.: 8474
  ISSN: 1424-8220
  DOI: 10.3390/s22218474
• Lu H., Yip J., Steigleder T., Grießhammer S., Heckel M., Jami J., Eskofier B., Ostgathe C., Kölpin A.:
  A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings
  2022 Computing in Cardiology (CinC) (Tampere, September 4, 2022 - September 7, 2022)
  In: 2022 Computing in Cardiology (CinC), New York City: 2022
  DOI: 10.22489/CinC.2022.165
• Löffler C., Reeb L., Dzibela D., Marzilger R., Witt N., Eskofier B., Mutschler C.:
  Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
  In: ACM Transactions on Intelligent Systems and Technology 13 (2022), Article No.: 6
  ISSN: 2157-6904
  DOI: 10.1145/3465057
• Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
  Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
  In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2021.3123673
• Mehringer W., Wirth M., Roth D., Michelson G., Eskofier B.:
  Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement
  In: IEEE Transactions on Visualization and Computer Graphics (2022)
  ISSN: 1077-2626
  DOI: 10.1109/TVCG.2022.3150486
• Meier JJ., Hermsen K., Bauer J., Eskofier B.:
  Digital Responsibility Goals - A Framework for a Human-Centered Sustainable Digital Economy with a Focus on Trusted Digital Solutions
  16th Annual Health Informatics Meets Digital Health Conference, dHealth 2022 (Vienna, May 24, 2022 - May 25, 2022)
  In: Günter Schreier, Bernhard Pfeifer, Martin Baumgartner, Dieter Hayn (ed.): Proceedings of the 16th Health Informatics Meets Digital Health Conference, Amsterdam / Berlin / Washington, DC: 2022
  DOI: 10.3233/SHTI220377
• Moradi H., Roth N., Seifer AK., Eskofier B.:
  Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy
  4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina)
  In: 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), NEW YORK: 2022
  DOI: 10.1109/BHI56158.2022.9926873
• Müller V., Richer R., Henrich L., Berger L., Gelardi A., Jäger K., Eskofier B., Rohleder N.:
  The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, September 27, 2022 - September 30, 2022)
  DOI: 10.1109/BHI56158.2022.9926835
  URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
• Müller V., Richer R., Jäger K., Henrich L., Berger L., Gelardi A., Eskofier B., Rohleder N.:
  The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
  DOI: 10.1109/bhi56158.2022.9926835
• Nissen M., Slim S., Jäger K., Flaucher M., Hübner H., Danzberger N., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
  In: JMIR Formative Research 6 (2022), p. e33635
  ISSN: 2561-326X
  DOI: 10.2196/33635
• Nitschke M., Marzilger R., Leyendecker S., Eskofier B., Koelewijn A.:
  Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation
  (2022)
  DOI: 10.5281/zenodo.6949012
  (anderer)
• Ollenschläger M., Küderle A., Mehringer W., Seifer AK., Winkler J., Gaßner H., Eskofier B., Kluge F.:
  MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22155849
• Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
  Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1)
  In: European Geriatric Medicine (2022)
  ISSN: 1878-7649
  DOI: 10.1007/s41999-022-00646-0
• Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
  Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards?
  In: European Geriatric Medicine (2022)
  ISSN: 1878-7649
  DOI: 10.1007/s41999-022-00629-1
• Qiu J., Oppelt M., Nissen M., Anneken L., Breininger K., Eskofier B.:
  Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation
  In: : 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
  DOI: 10.1109/EMBC48229.2022.9871969
• Regensburger M., Spatz I., Ollenschläger M., Martindale C., Lindeburg P., Kohl Z., Eskofier B., Klucken J., Schuele R., Klebe S., Winkler J., Gaßner H.:
  Inertial Gait Sensors to Measure Mobility and Functioning in Hereditary Spastic Paraplegia A Cross-sectional Multicenter Clinical Study
  In: Neurology 99 (2022), p. E1079-E1089
  ISSN: 0028-3878
  DOI: 10.1212/WNL.0000000000200819
• Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Rohleder N., Eskofier B.:
  Detection of Acute Psychosocial Stress from Body Movements using Machine Learning
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Exploring the Cold Face Test as a Mechanism for Reducing Acute Psychosocial Stress Responses
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Vagus activation by Cold Face Test reduces acute psychosocial stress responses
  In: Scientific Reports 12 (2022), Article No.: 19270
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-23222-9
  URL: https://www.nature.com/articles/s41598-022-23222-9
• Rodrigues VF., Antunes RS., Seewald LA., Bazo R., dos Reis ES., dos Santos UJ., Righi RdR., da S. LG., da Costa CA., Bertollo FL., Maier A., Eskofier B., Horz T., Pfister M., Fahrig R.:
  A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
  In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022), p. 283-298
  ISSN: 0167-739X
  DOI: 10.1016/j.future.2022.05.006
• Rodrigues VF., Righi RR., Andre da Costa C., Antunes RS., Bazo R., Reis ES., Seewald LA., S. LG., Eskofier B.:
  HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms
  In: IEEE Internet of Things (2022)
  ISSN: 2327-4662
  DOI: 10.1109/JIOT.2022.3160633
• Rohleder N., Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Eskofier B.:
  Effect of Acute Psychosocial Stress on Body Movements
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
• Roth N., Ullrich M., Küderle A., Gladow T., Marxreiter F., Gaßner H., Kluge F., Klucken J., Eskofier B.:
  Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease
  In: IEEE Journal of Biomedical and Health Informatics (2022), p. 1-9
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2022.3186766
• Rupp L., Keinert M., Böhme S., Gmelch LM., Streit H., Schuller BW., Eskofier B., Berking M.:
  Let It Go – A Randomized Controlled Pilot Study Exploring the Utility of Sadness in an Emotion-Based Approach-Avoidance Modification Training in the Context of Stress
  Deutscher Psychotherapie Kongress (Berlin, June 7, 2022 - June 11, 2022)
• Rupp L., Keinert M., Böhme S., Schindler-Gmelch L., Schuller B., Eskofier B., Berking M.:
  Let it go – A randomized controlled pilot study exploring the utility of sadness in an emotion-based approach-avoidance modification training in the context of stress
  52. Kongress der European Association for Behavioral and Cognitive Therapies (Barcelona)
• Rupp L., Keinert M., Böhme S., Schindler-Gmelch L., Schuller BW., Eskofier B., Berking M.:
  Let it go – A randomized controlled pilot study exploring the utility of sadness in an emotion-based approach-avoidance modification training in the context of stress
  Kongress der Deutschen Gesellschaft für Verhaltensmedizin (Salzburg)
• Schmidt LM., Brosig J., Plinge A., Eskofier B., Mutschler C.:
  An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility
  25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, October 8, 2022 - October 12, 2022)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
  DOI: 10.1109/ITSC55140.2022.9922205
• Schmidt LM., Rietsch S., Plinge A., Eskofier B., Mutschler C.:
  How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies
  25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, October 8, 2022 - October 12, 2022)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
  DOI: 10.1109/ITSC55140.2022.9922345
• Schwinn L., Bungert L., Nguyen A., Raab R., Pulsmeyer F., Precup D., Eskofier B., Zanca D.:
  Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
  Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA, July 17, 2022 - July 23, 2022)
  In: PMLR (ed.): 162 2022
  Open Access: https://proceedings.mlr.press/v162/schwinn22a.html
  URL: https://proceedings.mlr.press/v162/schwinn22a.html
• Scott K., Bonci T., Salis F., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Bertuletti S., Caruso M., Chiari L., Sharrack B., Maetzler W., Becker C., Hausdorff JM., Vogiatzis I., Brown P., Del Din S., Eskofier B., Paraschiv-Ionescu A., Keogh A., Kirk C., Kluge F., Mico-Amigo EM., Mueller A., Neatrour I., Niessen M., Palmerini L., Sillen H., Singleton D., Ullrich M., Vereijken B., Froehlich M., Brittain G., Caulfield B., Koch S., Carsin AE., Garcia-Aymerich J., Küderle A., Yarnall A., Rochester L., Cereatti A., Mazza C.:
  Design and validation of a multi-task, multi-context protocol for real-world gait simulation
  In: Journal of neuroEngineering and rehabilitation 19 (2022)
  ISSN: 1743-0003
  DOI: 10.1186/s12984-022-01116-1
• Souza de Oliveira D., Casolo A., Balshaw TG., Maeo S., Lanza MB., Martin NRW., Maffulli N., Kinfe TM., Eskofier B., Folland JP., Farina D., Del Vecchio A.:
  Neural decoding from surface high-density EMG signals: influence of anatomy and synchronization on the number of identified motor units
  In: Journal of Neural Engineering 19 (2022)
  ISSN: 1741-2560
  DOI: 10.1088/1741-2552/ac823d
• Stern AD., Brönneke J., Debatin JF., Hagen J., Matthies H., Patel S., Clay I., Eskofier B., Herr A., Hoeller K., Jaksa A., Kramer DB., Kyhlstedt M., Lofgren KT., Mahendraratnam N., Muehlan H., Reif S., Riedemann L., Goldsack JC.:
  Advancing digital health applications: priorities for innovation in real-world evidence generation
  In: The Lancet Digital Health 4 (2022), p. e200-e206
  ISSN: 2589-7500
  DOI: 10.1016/S2589-7500(21)00292-2
• Streit H., Keinert M., Rupp L., Schindler-Gmelch L., Böhme S., Eskofier B., Schuller B., Berking M.:
  Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
  Kongress der Deutschen Gesellschaft für Verhaltensmedizin (Salzburg)
• Streit H., Keinert M., Rupp L., Schindler-Gmelch L., Böhme S., Eskofier B., Schuller BW., Berking M.:
  Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study
  52. Kongress der European Association for Behavioral and Cognitive Therapies (Barcelona)
• Stöve M., Wirth M., Farlock R., Antunovic A., Müller V., Eskofier B.:
  Eye Tracking-Based Stress Classification of Athletes in Virtual Reality
  In: Proceedings of the ACM on Computer Graphics and Interactive Techniques 5 (2022), p. 1-17
  ISSN: 2577-6193
  DOI: 10.1145/3530796
• Truong MT., Nwosu OB., Gaytan Torres ME., Segura Vargas MP., Seifer AK., Nitschke M., Ibrahim A., Knitza J., Krusche M., Eskofier B., Schett G., Morf H.:
  A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study
  In: JMIR Formative Research 6 (2022), p. e34566
  ISSN: 2561-326X
  DOI: 10.2196/34566
  URL: https://formative.jmir.org/2022/6/e34566
• Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022)
  ISSN: 1534-4320
  DOI: 10.1109/jbhi.2022.3215921
  URL: https://ieeexplore.ieee.org/document/9924545
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Nassall K., Eskofier B., Rohleder N.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, March 23, 2022 - March 26, 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
• Weber N., Lennartz R., Knitza J., Bayat S., Sadeghi M., Ibrahim A., Karatastan C., Sudhakar A., Ramzezanzadegan N., Kahali S., Mirzayev A., Schuster L., Schett G., Eskofier B., Kleyer A.:
  AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
  In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
  ISSN: 0003-4967
  DOI: 10.1136/annrheumdis-2022-eular.3069
• Wehbi M., Luge D., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
  Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen
  In: Sensors 22 (2022), p. 5347
  ISSN: 1424-8220
  DOI: 10.3390/s22145347
• Wirth M., Mehringer W., Gradl S., Eskofier B.:
  Extended Realities (XRs): How Immersive Technologies Influence Assessment and Training for Extreme Environments
  In: Tobias Cibis, Dr. Carolyn McGregor AM (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022, p. 309-335
  ISBN: 978-3-030-96921-9
  DOI: 10.1007/978-3-030-96921-9_14
  URL: https://link.springer.com/chapter/10.1007/978-3-030-96921-9_14
• Yip J., Steigleder T., Heckel M., Eskofier B., Ostgathe C.:
  Die Beschreibung des Gesundheitszustandes anhand von Veränderungen in Bewegungsmustern von Palliativpatient:innen – Eine explorative Erfassung
  Kongress der Deutschen Gesellschaft für Palliativmedizin (Bremen, September 28, 2022 - October 1, 2022)
  In: Zeitschrift für Palliativmedizin 2022
  DOI: 10.1055/s-0042-1754065
• Zrenner M., Stöve M., Franklin S., Kumar B., Jensen U., Eskofier B.:
  Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization
  In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference, Springer, Cham, 2022, p. 160-164
  ISBN: 9783030993320
  DOI: 10.1007/978-3-030-99333-7_27
• Zürl M., Stoll P., Brehm I., Raab R., Zanca D., Kabri S., Happold J., Nille H., Prechtel K., Wünsch S., Krause M., Seegerer S., von Fersen L., Eskofier B.:
  Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
  In: Animals 12 (2022), p. 692
  ISSN: 2076-2615
  DOI: 10.3390/ani12060692

2021

• Abdullahi Yari I., Dehling T., Kluge F., Eskofier B., Sunyaev A.:
  Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems
  In: 54th Hawaii International Conference on Systems Sciences (HICSS-54) 2021
  DOI: 10.24251/hicss.2021.463
  URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
• Abdullahi Yari I., Dehling T., Kluge F., Geck J., Sunyaev A., Eskofier B.:
  Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review
  In: Journal of Medical Internet Research 23 (2021), p. e24460
  ISSN: 1438-8871
  DOI: 10.2196/24460
  URL: https://www.jmir.org/2021/11/e24460
• Dib W., Ghanem K., Nedil M., Ababou A., Eskofier B.:
  Identification of individuals through a new Gait Recognition Method
  2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 (Singapore, December 4, 2021 - December 10, 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
• Dorschky E., Nitschke M., van den Bogert AJ., Koelewijn A., Eskofier B.:
  Machine Learning from Biomechanical SimulaIons for an "in the Wild" Movement Analysis
  6th International Congress on Complex Systems in Sports (ICCSS) (Mainz, Germany, September 15, 2021 - September 17, 2021)
• Dos Reis ES., Seewald LA., Antunes RS., Rodrigues VF., Righi RDR., Da Costa CA., Da Silveira Jr LG., Eskofier B., Maier A., Horz T., Fahrig R.:
  Monocular multi-person pose estimation: A survey
  In: Pattern Recognition 118 (2021)
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2021.108046
• Dumbach P., Liu R., Jalowski M., Eskofier B.:
  The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare
  20th International Conference on Perspectives in Business Informatics Research (BIR 2021) Workshops (ILOG 2021) (Vienna, Austria (fully-virtual conference), September 22, 2021 - September 24, 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
• Dörflinger L., Nissen M., Jäger K., Wirth M., Titzmann A., Pontones C., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
  MuC '21: Mensch und Computer 2021 (Ingolstadt, September 5, 2021 - September 8, 2021)
  In: Mensch und Computer 2021 2021
  DOI: 10.1145/3473856.3473994
• Hagengruber A., Leipscher U., Eskofier B., Vogel J.:
  Electromyography for Teleoperated Tasks in Weightlessness
  In: IEEE Transactions on Human-Machine Systems (2021)
  ISSN: 2168-2291
  DOI: 10.1109/THMS.2020.3047975
• Happold J., Richer R., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, November 1, 2021 - November 5, 2021)
  DOI: 10.1109/EMBC46164.2021.9630842
  URL: https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf
• Jakob V., Küderle A., Klucken J., Eskofier B., Winkler J., Winterholler M., Gaßner H., Kluge F.:
  Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease
  In: Sensors 21 (2021), Article No.: 7680
  ISSN: 1424-8220
  DOI: 10.3390/s21227680
• Kamal Mallick M., Biser S., Haridas A., Umesh V., Toensing O., Abdullahi Yari I., Ollenschläger M., Heckel M., Kluge F., Ostgathe C., Eskofier B., Steigleder T.:
  Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study
  In: Frontiers in Digital Health 3 (2021)
  ISSN: 2673-253X
  DOI: 10.3389/fdgth.2021.765867
  URL: https://www.frontiersin.org/articles/10.3389/fdgth.2021.765867/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=765867#h6
• Kluge F., Del Din S., Cereatti A., Gaßner H., Hansen C., Helbostad JL., Klucken J., Küderle A., Mueller A., Rochester L., Ullrich M., Eskofier B., Mazza C.:
  Consensus based framework for digital mobility monitoring
  In: PLoS ONE 16 (2021)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0256541
• Laut P., Dumbach P., Eskofier B.:
  Integration of Artificial Intelligence in the Organizational Adoption – A Configurational Perspective
  Forty-Second International Conference on Information Systems (Austin, December 11, 2021 - November 15, 2021)
  In: Association for Information Systems (ed.): ICIS 2021 Proceedings 2021
  URL: https://aisel.aisnet.org/icis2021/is_implement/is_implement/2/
• Link J., Guillaume S., Eskofier B.:
  Experimental validation of real-time ski jumping tracking system based on wearable sensors
  In: Sensors 21 (2021), Article No.: 7780
  ISSN: 1424-8220
  DOI: 10.3390/s21237780
  URL: https://www.mdpi.com/1424-8220/21/23/7780
• Lukas C., Eskofier B., Berking M.:
  A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial.
  In: JMIR Mental Health 8 (2021), Article No.: e16643
  ISSN: 2368-7959
  DOI: 10.2196/16643
• Maier J., Maier A., Eskofier B., Fahrig R., Choi JH.:
  3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
  In: IEEE Access 9 (2021), p. 71821-71831
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2021.3079368
• Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
  Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
  German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 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
• Martindale C., Christlein V., Klumpp P., Eskofier B.:
  Wearables-based multi-task gait and activity segmentation using recurrent neural networks
  In: Neurocomputing 432 (2021), p. 250-261
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2020.08.079
• Mazza C., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Brozgol M., Buckley E., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Chynkiamis N., Ciravegna F., Del Din S., Eskofier B., Evers J., Aymerich JG., Gazit E., Hansen C., Hausdorff JM., Helbostad JL., Hiden H., Hume E., Paraschiv-Ionescu A., Ireson N., Keogh A., Kirk C., Kluge F., Koch S., Küderle A., Lanfranchi V., Maetzler W., Mico-Amigo ME., Mueller A., Neatrour I., Niessen M., Palmerini L., Pluimgraaff L., Reggi L., Salis F., Schwickert L., Scott K., Sharrack B., Sillen H., Singleton D., Soltani A., Taraldsen K., Ullrich M., Van Gelder L., Vereijken B., Vogiatzis I., Warmerdam E., Yarnall A., Rochester L.:
  Technical validation of real-world monitoring of gait: a multicentric observational study
  In: BMJ Open 11 (2021)
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2021-050785
• Mehringer W., Wirth M., Risch F., Roth D., Michelson G., Michelson G., Eskofier B.:
  Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, November 1, 2021 - November 5, 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
• Nann M., Haslacher D., Colucci A., Eskofier B., Von Tscharner V., Soekadar SR.:
  Heart rate variability predicts decline in sensorimotor rhythm control
  In: Journal of Neural Engineering 18 (2021)
  ISSN: 1741-2560
  DOI: 10.1088/1741-2552/ac1177
• Nguyen A., Foerstel S., Kittler T., Kurzyukov A., Schwinn L., Zanca D., Hipp T., Jun SD., Schrapp M., Rothgang E., Eskofier B.:
  System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data
  In: IEEE Access (2021)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2021.3106791
• Nitschke M., Dorschky E., Eskofier B., Koelewijn A., van den Bogert AJ.:
  Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors
  XXVIII Congress of the International Society of Biomechanics (ISB) (Online, July 25, 2021 - July 29, 2021)
  URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
• Pasluosta CF., Popovic MR., Eskofier B., Stieglitz T.:
  Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments
  In: Frontiers in Neuroscience 15 (2021)
  ISSN: 1662-4548
  DOI: 10.3389/fnins.2021.740263
• Richer R., Küderle A., Dörr J., Rohleder N., Eskofier B.:
  Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement
  2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Athens, July 28, 2021 - July 30, 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
• Richer R., Küderle A., Ullrich M., Rohleder N., Eskofier B.:
  BioPsyKit: A Python package for the analysis of biopsychological data
  In: Journal of Open Source Software 6 (2021), p. 3702
  ISSN: 2475-9066
  DOI: 10.21105/joss.03702
  URL: https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf
• Roth N., Küderle A., Prossel D., Gaßner H., Eskofier B., Kluge F.:
  An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters
  In: Sensors 21 (2021), Article No.: 6559
  ISSN: 1424-8220
  DOI: 10.3390/s21196559
• Roth N., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients
  In: Journal of neuroEngineering and rehabilitation 18 (2021), Article No.: 93
  ISSN: 1743-0003
  DOI: 10.1186/s12984-021-00883-7
• Roth N., Wieland GP., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, November 1, 2021 - November 5, 2021)
  DOI: 10.1109/EMBC46164.2021.9630378
• Schleicher R., Nitschke M., Martschinke J., Stamminger M., Eskofier B., Klucken J., Koelewijn A.:
  BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity
  16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online, February 8, 2021 - February 10, 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
• Scholl C., Tobola A., Ludwig K., Zanca D., Eskofier B.:
  A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction
  In: Sensors 21 (2021), Article No.: 7210
  ISSN: 1424-8220
  DOI: 10.3390/s21217210
• Schwinn L., Nguyen A., Raab R., Bungert L., Tenbrinck D., Zanca D., Burger M., Eskofier B.:
  Identifying untrustworthy predictions in neural networks by geometric gradient analysis
  Conference on Uncertainty in Artificial Intelligence (UAI) (Online, July 27, 2021 - July 30, 2021)
  URL: https://arxiv.org/abs/2102.12196
• Schwinn L., Nguyen A., Raab R., Zanca D., Eskofier B., Tenbrinck D., Burger M.:
  Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks
  International Joint Conference on Neural Networks (IJCNN) (Online, July 18, 2021 - July 22, 2021)
  DOI: 10.1109/ijcnn52387.2021.9534190
• Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
  Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks
  URL: https://arxiv.org/abs/2105.10304
• Stöve M., Schuldhaus D., Gamp A., Zwick C., Eskofier B.:
  From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning
  In: Sensors 21 (2021), p. 3071
  ISSN: 1424-8220
  DOI: 10.3390/s21093071
• Timotius I., Bieler L., Couillard-Despres S., Sandner B., Garcia-Ovejero D., Labombarda F., Estrada V., Müller HW., Winkler J., Klucken J., Eskofier B., Weidner N., Puttagunta R.:
  Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models
  In: eNeuro 8 (2021), p. 1-14
  ISSN: 2373-2822
  DOI: 10.1523/ENEURO.0497-20.2021
• Ullrich M., Küderle A., Reggi L., Cereatti A., Eskofier B., Kluge F.:
  Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, November 1, 2021 - November 5, 2021)
  DOI: 10.1109/EMBC46164.2021.9630653
• Ullrich M., Mücke A., Küderle A., Roth N., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2021), p. 2103-2111
  ISSN: 1534-4320
  DOI: 10.1109/TNSRE.2021.3119390
  URL: https://ieeexplore.ieee.org/abstract/document/9567680
• Wehbi M., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
  Towards an IMU-based Pen Online Handwriting Recognizer
  International Conference on Document Analysis and Recognition ICDAR 2021 (Lausanne, September 5, 2021 - September 10, 2021)
  DOI: 10.1007/978-3-030-86334-0_19
• Wirth M., Gradl S., Prosinger G., Kluge F., Roth D., Eskofier B.:
  The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality
  28th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 (Virtual, Lisboa, PRT, March 27, 2021 - April 3, 2021)
  In: Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 2021
  DOI: 10.1109/VR50410.2021.00055
• Wirth M., Kohl S., Gradl S., Farlock R., Roth D., Eskofier B.:
  Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics
  In: Sensors 21 (2021), Article No.: 3728
  ISSN: 1424-8220
  DOI: 10.3390/s21113728
• Zrenner M., Heyde C., Duemler B., Dykman S., Roecker K., Eskofier B.:
  Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data
  In: Frontiers in Physiology 12 (2021), Article No.: 669884
  ISSN: 1664-042X
  DOI: 10.3389/fphys.2021.669884
• da Silva DB., Schmidt D., da Costa CA., da Rosa Righi R., Eskofier B.:
  DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration
  In: Expert Systems With Applications 165 (2021), Article No.: 113905
  ISSN: 0957-4174
  DOI: 10.1016/j.eswa.2020.113905