Machine Learning and Data Analytics Lab

Performance Assessment of Novice vs. Advanced Soccer Players in a Gamified Longitudinal Study (2025) Lennartz R, Kumarampulakkal N, Talar K, Witte M, Eskofier B Conference contribution, Abstract of a poster 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 Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning (2025) Rupp L, Kumar A, Sadeghi M, Schindler-Gmelch L, Keinert M, Eskofier B, Berking M Journal article A Cross-Platform Smartphone Auscultation SDK and Optimized Filters for Severe Aortic Stenosis Detection (2025) Altstidl T, Altstidl JM, Achenbach S, Eskofier B Conference contribution Automated Pipeline for Regional Epicardial Adipose Tissue Distribution Analysis in the Left Atrium (2025) Lluch È, Castañeda E, Weiss ME, Vizitiu A, Jacob A, Jami NVSJ, Audigier C, et al. Conference contribution The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression (2025) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Richer R, Capito K, Eskofier B, Berking M Journal article, Original article