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 Radar-based inspiratory-to-expiratory time ratio estimation: a validation study (2026) Tran TT, Oesten M, Grießhammer S, Malessa A, Shi K, Heckel M, Eskofier B, et al. Journal article Contactless Sleep Staging with Radar: A Transfer Learning Approach (2026) Krauß D, Richer R, Albrecht N, Jukic J, Herrera Krebber JCS, Zwiessele P, German A, et al. Journal article Sensor-Derived Parameters from Standardized Walking Tasks Can Support the Identification of Patients with Parkinson’s Disease at Risk of Gait Deterioration (2026) Boschi F, Sapienza S, Ibrahim A, Sonner M, Winkler J, Eskofier B, Gaßner H, Klucken J 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 Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching (2026) Müller J, Weiß A, Eskofier B 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Unsupervised Pretraining Approach for Sparse Radio Channels (2026) Ott J, Stahlke M, Feigl T, Eskofier B, Mutschler C Unpublished / Preprint Sensor-based measurement of fear avoidance and movement patterns of healthy individuals with mechanically induced lower back pain during movement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non-interventional study (2026) Heuler A, Hebel I, Richer R, Rohleder N, Eskofier B, Genenger A, Barke A, Weise C Unpublished / Preprint