Machine Learning and Data Analytics Lab

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 Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles (2026) Dirauf R, Wolz F, Zanca D, Eskofier B Conference contribution, Conference Contribution Predicting Numeric Hemoglobin A1c for Individualized Type 2 Diabetes Care Using Machine Learning: A MIMIC-IV Study (2026) Habibpour M, Tanzanakis A, Salin E, Eskofier B Conference contribution Zwischen Schmerz und Stress: Ein integriertes Paradigma zur Untersuchung von Stress, Bewegungsmustern und Fear Avoidance unter simulierten Rückenschmerzen (2026) Heuler A, Oeler C, Richer R, Rohleder N, Barke A, Weise C Conference contribution, Abstract of lecture Multimodal Assessment of Pain-Related Behavioral and Biopsychological Changes in the Context of Back Pain Induction (2026) Heuler A, Oeler C, Richer R, Rohleder N, Barke A, Weise C Conference contribution, Abstract of a poster