Machine Learning and Data Analytics Lab

Step Length and Gait Speed Estimation using A Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms () Seifer AK, Kuderle A, Dorschky E, Moradi H, Hannemann R, Eskofier B Journal article 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 SoK: Descriptive Statistics Under Local Differential Privacy (2025) Raab R, Berrang P, Gerhart P, Schröder D Journal article Guest Editorial: Transforming Healthcare and Medicine With Biomedical Informatics and Emerging AI (2025) Mortazavi BJ, Chiu YC, Lu L, Das A, Tourassi G, Eskofier B Journal article, Editorial