Prof. Dr. Björn Eskofier

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

Data-Driven Quantification of Defensive Freezing During the Trier Social Stress Test (2025) Abel L, Hofmann M, Richer R, Kurz M, Ringgold V, Hauck F, Schindler-Gmelch L, et al. Conference contribution, Abstract of lecture EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring (2025) Rupp L, Schindler-Gmelch L, Sadeghi M, Rahimi F, Keinert M, Hager M, Capito K, et al. Conference contribution A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking (2025) Fleischmann S, Shanbhag J, Miehling J, Wartzack S, Ong C, Eskofier B, Koelewijn A 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 M, Schindler-Gmelch L, Rupp L, Sadeghi M, Capito K, Hager M, Rahimi F, et al. Journal article Validation of the Virtual Reality Stroop Room: Effects of inhibiting interfering information under time-pressure and task-switching demands (2024) Ringgold V, Abel L, Eskofier B, Rohleder N Journal article Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital (2024) Förstel S, Förstel M, Gallistl M, Zanca D, Eskofier B, Rothgang EM Journal article Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey (2024) Kudelka J, Ollenschläger M, Dodel R, Eskofier B, Hobert MA, Jahn K, Klucken J, et al. Journal article Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device (2024) Kirk C, Küderle A, Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Soltani A, et al. Journal article