Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Department Artificial Intelligence in Biomedical Engineering (AIBE)

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 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 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 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 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 TR, Altstidl JM, Achenbach S, Eskofier B 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 ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis (2025) Salehihafshejani F, Bayat S, Schett G, Kleyer A, Altstidl TR, Eskofier B Journal article