Machine Learning and Data Analytics Lab

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 Automated Multicohort Mobility Assessment with an Instrumented L-test (iL-test) (2025) Albites-Sanabria J, Palumbo P, D'ascanio I, Bonci T, Caruso M, Salis F, Cereatti A, et al. 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 ChatGPT’s Agreement with the Recommendations from the 18th St. Gallen International Consensus Conference on the Treatment of Early Breast Cancer (2024) Nabieva N, Brucker SY, Gmeiner B Journal article A case-control study of reaction time deficits in a 3D virtual reality in patients with Post-COVID syndrome (2024) Güttes M, Lucio M, Skornia A, Rühl E, Steußloff F, Zott J, Mardin C, 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