Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

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 Comparing sparse inertial sensor setups for sagittal-plane walking and running reconstructions (2025) Dorschky E, Nitschke M, Mayer M, Weygers I, Gaßner H, Seel T, Eskofier B, Koelewijn A Journal article Breaking Down the Data Path in Digital Health: From Edge to Fog and Beyond (2025) Righi RDR, Rodrigues VF, Da Costa CA, Eskofier B Journal article Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar (2025) Oesten M, Abel L, Albrecht NC, Richer R, Langer D, Grießhammer S, Ghanem K, 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 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 Estimating Group Means Under Local Differential Privacy (2025) Raab R, Bohr A, Klede K, Gmeiner B, Eskofier B Journal article Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article On the Scalability of Certified Adversarial Robustness with Generated Data (2024) Altstidl TR, Dobre D, Kosmala A, Eskofier B, Gidel G, Schwinn L Conference contribution, Original article Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial (2024) Keinert EM, Schindler-Gmelch L, Rupp L, Sadeghi M, Capito K, Hager M, Rahimi F, et al. Journal article