Machine Learning and Data Analytics Lab

PEPbench—Open, Reproducible, and Systematic Benchmarking of Automated Pre-Ejection Period Extraction Algorithms (2025) Richer R, Jorkowitz J, Stühler S, Abel L, Kurz M, Oesten M, Griesshammer SG, et al. Journal article Correction: FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks (International Journal of Computer Vision, (2025), 133, 10, (7437-7459), 10.1007/s11263-025-02543-y) (2025) Panda MP, Tiezzi M, Vilas M, Roig G, Eskofier B, Zanca D Journal article Thermal Imaging-based Breathing Phase Classification using Video Transformer (2025) Fischerauer S, Dombrowski MN, Oesten M, Eskofier B, Richer R Unpublished / Preprint Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors (2025) Zanca D, Zugarini A, Dietz S, Altstidl TR, Ndjeuha MA, Chakraborty M, Jami NVSJ, et al. Journal article FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks (2025) Panda MP, Tiezzi M, Vilas M, Roig G, Eskofier B, Zanca D Journal article Guest Editorial: Transforming Healthcare and Medicine With Biomedical Informatics and Emerging AI (2025) Mortazavi BJ, Chiu YC, Lu L, Das A, Tourassi G, Eskofier B Journal article, Editorial Body movements as biomarkers: Machine Learning-based prediction of HPA axis reactivity to stress (2025) Abel L, Richer R, Burkhardt F, Kurz M, Ringgold V, Schindler-Gmelch L, Eskofier B, Rohleder N Journal article 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 Optimized Learned Image Compression for Facial Expression Recognition (2025) Li X, Windsheimer M, Sadeghi M, Eskofier B, Kaup A Conference contribution Sensor-Based Detection of Fear and Stress in Lower Back Pain Simulation (2025) Heuler A, Oeler C, Richer R, Rohleder N, Barke A, Weise C Conference contribution, Abstract of a poster