Machine Learning and Data Analytics Lab

Detecting Depression using Machine Learning Approaches through Digital Biomarkers (2025) Sadeghi M, Rahimi F, Biradar PU, Richer R, Rupp LH, Schindler-Gmelch L, Keinert M, et al. Conference contribution, Abstract of a poster Workshop: A playground for biomechanical movement analysis and creation: Solving optimal control problems with the BioMAC-Sim-Toolbox. (2025) Weiß A, Gambietz M, Fleischmann S Conference contribution, Conference Contribution Continuous-Wave Radar and Motion-Derived Biomarkers for Non-Contact Vital Status Classification in End-of-Life Care: A Clinically Validated Machine Learning Approach (2025) Yip J, Grießhammer S, Leutheuser H, Richer R, Lu H, Koelpin A, Eskofier B, et al. Journal article Radiometric Measurement of the Effect of Nonpharmacological Interventions on Vital Signs of Patients with Palliative Care Using the Example of Music Therapy (2025) Roth K, Malessa A, Grießhammer S, Heckel M, Richer R, Shi K, Kölpin A, et al. Journal article Estimating Group Means Under Local Differential Privacy (2025) Raab R, Bohr A, Klede K, Gmeiner B, Eskofier B Journal article Physical exertion does not lead to a change in the time taken to correctly recognize stereoscopic stimuli in changing horizontal disparity levels (2025) Frisch F, Mehringer W, Ring M, Eskofier B, Michelson G Journal article Does reduced reactivity explain altered postural control in Parkinson's disease? A predictive simulation study (2025) Shanbhag J, Fleischmann S, Wechsler I, Gaßner H, Winkler J, Eskofier B, Koelewijn A, et al. Journal article Recommendations for Successful Development and Implementation of Digital Health Technology Tools (2025) Loo RTJ, Nasta F, Macchi M, Baudot A, Burstein F, Bove R, Greve M, et al. Journal article, Review article Electrophysiological Insights in Exergaming—Electroencephalography Data Recording and Movement Artifact Detection: Systematic Review (2025) Rico-Olarte C, Lopez DM, Eskofier B, Becker L Journal article, Review article Evaluating the Accuracy and Reliability of Real-World Digital Mobility Outcomes in Older Adults After Hip Fracture: Cross-Sectional Observational Study (2025) Berge MA, Paraschiv-Ionescu A, Kirk C, Küderle A, Micó-Amigo E, Becker C, Cereatti A, et al. Journal article