Prof. Dr.-Ing. Katharina Breininger

Juniorprofessur für Artificial Intelligence in Medical Imaging Department Artificial Intelligence in Biomedical Engineering (AIBE)

Fully automatic HER2 tissue segmentation for interpretable HER2 scoring (2025) Öttl M, Steenpaß J, Wilm F, Qiu J, Rübner M, Lang-Schwarz C, Taverna C, et al. Journal article Artificial intelligence can be trained to predict c-KIT-11 mutational status of canine mast cell tumors from hematoxylin and eosin-stained histological slides (2025) Puget C, Ganz J, Ostermaier J, Conrad T, Parlak E, Bertram CA, Kiupel M, et al. Journal article Abstract: Leveraging Image Captions for Selective Whole Slide Image Annotation (2025) Qiu J, Aubreville M, Wilm F, Öttl M, Utz J, Schlereth M, Breininger K Conference contribution Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation (2025) Öttl M, Wilm F, Steenpaß J, Qiu J, Rübner M, Hartmann A, Beckmann M, et al. Conference contribution, Original article Automatic Muscle Segmentation for the Diagnosis of Peripheral Artery Disease Using Multispectral Optoacoustic Tomography (2025) Schillinger M, Schlereth M, Boraud G, Zahnd G, Dehner C, Li Y, Kempf J, et al. Conference contribution Author Correction: A comprehensive multi-domain dataset for mitotic figure detection (Scientific Data, (2023), 10, 1, (484), 10.1038/s41597-023-02327-4) (2024) Aubreville M, Wilm F, Stathonikos N, Breininger K, Donovan TA, Jabari S, Veta M, et al. Journal article, Erratum Deep learning-based identification of eyes at risk for glaucoma surgery (2024) Wang R, Bradley C, Herbert P, Hou K, Ramulu P, Breininger K, Unberath M, Yohannan J Journal article Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis (2024) Ganz J, Marzahl C, Ammeling J, Rosbach E, Richter B, Puget C, Denk D, et al. Journal article Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features (2024) Rivera Monroy LC, Rist L, Ostalecki C, Bauer A, Vera J, Breininger K, Maier A Journal article Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma (2024) Gomaa A, Huang Y, Hagag A, Schmitter C, Höfler D, Weissmann T, Breininger K, et al. Journal article, Original article