Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Department Artificial Intelligence in Biomedical Engineering (AIBE)

LUMOS: Self-supervised Pretraining for Multimodal Task Load Estimation in Adaptive Instructional Systems (2026) Oppelt MP, Lang-Richter NR, Eskofier B Conference contribution Predicting Numeric Hemoglobin A1c for Individualized Type 2 Diabetes Care Using Machine Learning: A MIMIC-IV Study (2026) Habibpour M, Tanzanakis A, Salin E, Eskofier B Conference contribution 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 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 A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking (2025) Fleischmann S, Shanbhag J, Miehling J, Wartzack S, Ong C, Eskofier B, Koelewijn A Journal article 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