Machine Learning and Data Analytics Lab

Integrating machine learning and statistical analysis to examine the effect of gamification on biosignals, performance, and motivation in soccer () Lennartz R, Stöve M, Eskofier B, Dorschky E Journal article Moving beyond the hospital: in-depth characterization of daily-life mobility in patients with atypical Parkinsonian disorders (2026) Sidoroff V, Moradi H, Prigent G, Jagusch F, Teckenburg IB, Asalian M, Hergenroeder-Lenzner N, et al. Journal article A study protocol for a systematic review and meta-analysis on macroscopic body movements as a marker for acute stress (2026) Kurz M, Ringgold V, Abel L, Burkhardt F, Richer R, Schindler-Gmelch L, Turner AI, et al. Journal article New technology must support, not restrict humaneness: a qualitative interview study on the potential influences of a new digital system on specialist palliative home care (2026) Weisser A, Öhl N, Mahlein AK, Peters J, Simon M, Schmitt-Rüth S, Zakreuskaya A, et al. Journal article, Original article Classifying mental stress from eye tracking data: deep learning approaches for out-of-the-lab conditions (2026) Laut M, Dorschky E, Richer R, Rohleder N, Eskofier B Journal article CARE-HOUSE: developing a framework for conceptualizing social implications of digital health technologies in palliative care (2026) Öhl N, Steigleder T, Hille EM, Braun M, Weisser A, Mühlensiepen F, Vossiek M, et al. Journal article Predictive simulations of postural control: exploring the role of signal noise and neural delays in Parkinson's disease (2026) Shanbhag J, Wechsler I, Fleischmann S, Eskofier B, Koelewijn A, Winkler J, Wartzack S, et al. Journal article Reliability in Focus: Trust, Agency, Ownership, and Gaze Behaviour in a VR Prosthesis Simulator (2026) Egle F, Kleinbeck C, Herzer L, Beckerle P, Roth D, Castellini C Journal article Radar-based inspiratory-to-expiratory time ratio estimation: a validation study (2026) Tran TT, Oesten M, Grießhammer S, Malessa A, Shi K, Heckel M, Eskofier B, et al. Journal article Contactless Sleep Staging with Radar: A Transfer Learning Approach (2026) Krauß D, Richer R, Albrecht N, Jukic J, Herrera Krebber JCS, Zwiessele P, German A, et al. Journal article