Prof. Dr.-Ing. Katharina Breininger

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

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: Multi-level Cancer Profiling through Joint Cell-graph Representations (2025) Rivera Monroy LC, Rist L, Wilm F, Ostalecki C, Baur A, Vera González J, Breininger K, Maier A Conference contribution Artificial intelligence predicts c-KIT exon 11 genotype by phenotype in canine cutaneous mast cell tumors: Can human observers learn it? (2025) Puget C, Ganz J, Bertram CA, Conrad T, Baeblich M, Voss A, Landmann K, et al. Journal 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 Investigation of Class Separability within Object Detection Models in Histopathology (2025) Ammeling J, Ganz J, Wilm F, Breininger K, Aubreville M Journal article 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 Re-identification from histopathology images (2025) Ganz J, Ammeling J, Jabari S, Breininger K, Aubreville M Journal article 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