Machine Learning and Data Analytics Lab

Moving beyond the hospital: in-depth characterization of daily-life mobility in patients with atypical Parkinsonian disorders (2026) Sidoroff V, Moradi H, Prigent G, Jagusch F, Teckenburg IB, Asalian M, Hergenroeder-Lenzner N, et al. Journal article 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 Predictive simulations of postural control: exploring the role of signal noise and neural delays in Parkinson's disease (2026) Shanbhag J, Wechsler I, Fleischmann S, Eskofier B, Koelewijn A, Winkler J, Wartzack S, et al. Journal article Reliability in Focus: Trust, Agency, Ownership, and Gaze Behaviour in a VR Prosthesis Simulator (2026) Egle F, Kleinbeck C, Herzer L, Beckerle P, Roth D, Castellini C 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 Construct validity of instrumented gait assessments in hospital and daily life mobility in patients with Parkinson's disease and atypical Parkinson's syndromes: an exploratory study (2026) Teckenburg IB, Sidoroff V, Moradi H, Sapienza S, Prigent G, Krismer F, Benninger D, 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