Machine Learning and Data Analytics Lab

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 J, Audigier C, et al. Conference contribution 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 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 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 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