Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering () Shetty K, Birkhold A, Strobel N, Egger B, Jaganathan S, Kowarschik M, Maier A Conference contribution Adherence to digital pregnancy care – lessons learned from the SMART start feasibility study (2025) Jäger K, Nissen M, Leutheuser H, Danzberger N, Titzmann A, Pontones C, Goossens C, et al. Journal article Exploring attitudes towards AI-based contactless sensors in health – a qualitative study with five stakeholder groups (Preprint) (2025) Hille EM, Bleher H, Coppers B, Engelhardt S, Eskofier B, Garbe L, Heckel M, et al. Unpublished / Preprint Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status (2025) Yip J, Grießhammer S, Leutheuser H, Richer R, Lu H, Kölpin A, Eskofier B, et al. Unpublished / Preprint Recommendations for Successful Development and Implementation of Digital Health Technology Tools (2025) Loo RTJ, Nasta F, Macchi M, Baudot A, Burstein F, Bove R, Greve M, et al. Journal article, Review 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 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 Correction to: An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (Scientific Reports, (2024), 14, 1, (3115), 10.1038/s41598-024-53640-w) (2024) Mohr M, Federolf P, Heinrich D, Nitschke M, Raschner C, Scharbert J, Koelewijn A Journal article, Erratum Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task (2024) Schlieper P, Dombrowski M, Nguyen A, Zanca D, Eskofier B Journal article An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (2024) Mohr M, Federolf P, Heinrich D, Nitschke M, Raschner C, Scharbert J, Koelewijn A Journal article