Machine Learning and Data Analytics Lab

Towards a community driven framework for standardized open data in psychoneuroendocrinology: A Delphi consensus study (2026) Meier M, Sep MS, Bastiaanssen TF, Clephas E, Quaedflieg C, Rajcani J, Richer R, et al. Journal 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 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 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 Sensor-based measurement of fear avoidance and movement patterns of healthy individuals with mechanically induced lower back pain during movement tasks: study protocol for an experimental non-interventional study (2026) Heuler A, Hebel I, Richer R, Rohleder N, Eskofier B, Genenger A, Barke A, Weise C Journal article, Online publication Understanding cross-model perceptual invariances through ensemble metamers (2026) Boehm L, Müller J, Loeffler C, Schwinn L, Eskofier B, Zanca D 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 Mind in the Machine? Cross-Disciplinary Perceptions of Consciousness in Artificial Intelligence (2026) Moradi H, Avellino I, Krauß P, Zanca D, Hein I, Eskofier BM, Flaucher M Conference contribution Integrating machine learning and statistical analysis to examine the effect of gamification on biosignals, performance, and motivation in soccer (2026) Lennartz R, Stöve M, Eskofier B, Dorschky E Journal article