Machine Learning and Data Analytics Lab

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 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non-interventional study (2026) Heuler A, Hebel I, Richer R, Rohleder N, Eskofier B, Genenger A, Barke A, Weise C Unpublished / Preprint Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels (2026) Ott J, Stahlke M, Feigl T, Eskofier B, Mutschler C Unpublished / Preprint Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching (2026) Müller J, Weiß A, Eskofier B Conference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 Acceptance, Perceived Usefulness, and Data Sharing in Mobile Health Apps Among Patients With Breast Cancer: Cross-Sectional Survey Study (2026) Flaucher M, Ott T, Nissen M, Dabrock P, Hübner H, Beckmann M, Fasching P, et al. Journal article 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using machine learning (2025) Abel L, Stühler S, Steigleder T, Ostgathe C, Rohleder N, Eskofier B, Richer R Unpublished / Preprint Investigating psychosocial stress arising from marker-based optical motion capture and subsequent effects on gait (2025) Fleischmann S, Kurz M,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