Lehrstuhl für Informatik 5 (Mustererkennung)

Benchmarking CNN-based Models against Transformer-based Models for Abdominal Multi-Organ Segmentation on the RATIC Dataset (2026) Bayer L, Bhat S, Maier A Conference contribution, Abstract of a poster Robustness and Stability Analysis of Differentiable Shift-Variant FBP for Cone-Beam CT under Challenging Acquisition Settings (2026) Ye C, Schneider LS, Sun Y, Thies M, Mei S, Perez Toro PA, Bayer S, Maier A Journal article Machine Learning Detection of Scarring Events in Killer Whales (2026) Barnhill A, Towers JR, van Weelden C, Rörup T, Nöth E, Maier A, Bergler C Journal article The predictive brain: Neural correlates of word expectancy align with large language model prediction probabilities (2026) Kölbl N, Tziridis K, Maier A, Kinfe T, Chavarriaga R, Schilling A, Krauß P Journal article Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Journal article BE-WISER: Class-Aware Weak Slice-Level Supervision for Breast MRI (2026) Bhandary Panambur A, Nguyen TT, Islam S, Uder M, Bickelhaupt S, Maier A, Bayer S Unpublished / Preprint A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI (2026) Pérez-Toro PA, Arias-Vergara T, Xing F, Liu X, Stone M, Zhuo J, Orozco-Arroyave JR, et al. Journal article Intelligent Lesion Selection: A Novel Method for Longitudinal Assessment of Breast Cancer Lung Metastases (2026) Qahqaie M, Zimmer VA, Castaneda Gavina E, Peltonen K, Laaksolilj J, Lähteenmaa J, Heimann T, et al. Conference contribution, Original article Robust AI-Based Chest Radiograph Classification Without Prior Task Training via Improved Vision-Language Alignment (2026) Bhat S, Bayer S, Grbic S, Maier A Conference contribution, Abstract of a poster Patch-CLIP - Contrastive Health Record-Image Joint Training with Patch Embedding Loss (2026) Bhat S, Mansoor A, Georgescu B, B. Panambur A, Zinnen M, C. Ghesu F, Grbic S, Maier A Journal article, Online publication