Machine Learning and Data Analytics Lab

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non-interventional study (2026) Heuler A, Hebel I, Richer R, Rohleder N, Eskofier B, Genenger A, Barke A, Weise C Unpublished / Preprint Beat-to-beat aortic valve opening detection from impedance cardiography using machine learning (2025) Abel L, Stühler S, Steigleder T, Ostgathe C, Rohleder N, Eskofier B, Richer R Unpublished / Preprint Investigating psychosocial stress arising from marker-based optical motion capture and subsequent effects on gait (2025) Fleischmann S, Kurz M, Richer R, Abel L, Gambietz M, Eskofier B, Rohleder N, Koelewijn A Journal article Benchmarking vision-language models for diagnostics in emergency and critical care settings (2025) Kurz CF, Merzhevich T, Eskofier B, Kather JN, Gmeiner B Journal article Walking into aging: real-world mobility patterns and digital benchmarks from the InCHIANTI Study (2025) Albites-Sanabria J, Palumbo P, Bandinelli S, D’Ascanio I, Mellone S, Paraschiv-Ionescu A, Küderle A, et al. Journal article Outcome measures of instrumented gait analysis in hereditary spastic paraplegia: a systematic review (2025) Koch V, Ibrahim A, Winkler J, Eskofier B, Regensburger M, Gassner H Journal article 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) (2025) Grießhammer SG, Malessa A, Lu H, Yip J, Leuschner J, Christgau F, Albrecht NC, et al. Journal article, Erratum Differential Effects of Body Posture on Biological and Psychological Responses in the Trier Social Stress Test (2025) Kurz M, Abel L, Burkhardt F, Richer R, Ringgold V, Schindler-Gmelch L, Eskofier B, Rohleder N Journal article BioMAC-Sim-Toolbox: A MATLAB toolbox for biomechanical motion analysis and creation through simulation (2025) Koelewijn A, Nitschke M, Dorschky E, Gambietz M, Weiß A, Eskofier B, van den Bogert AJ Journal article PEPbench—Open, Reproducible, and Systematic Benchmarking of Automated Pre-Ejection Period Extraction Algorithms (2025) Richer R, Jorkowitz J, Stühler S, Abel L, Kurz M, Oesten M, Griesshammer SG, et al. Journal article