Machine Learning and Data Analytics Lab

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 Using smart devices for prenatal care: Assessing the willingness among women with pregnancy-related anxiety (2026) Altmannshofer S, Weidenthaler F, Titzmann A, Pontones C, Danzberger N, Jäger K, Nissen M, et al. Journal article, Original article Robust and Efficient Writer-Independent IMU-Based Handwriting Recognition (2026) Li J, Hamann T, Barth J, Kaempf P, Zanca D, Eskofier B Conference contribution, Original article Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles (2026) Dirauf R, Wolz F, Zanca D, Eskofier B Conference contribution, Conference Contribution Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels (2026) Ott J, Stahlke M, Feigl T, Eskofier B, Mutschler C Unpublished / Preprint Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching (2026) Müller J, Weiß A, Eskofier B Conference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 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