Prof. Dr.-Ing. Katharina Breininger

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

Analyzing and adapting diffusion segmentation behavior for medical images (2026) Öttl M, Mei S, Wilm F, Qiu J, Steenpaß J, Rübner M, Hartmann A, et al. Journal article Addressing data scarcity in nanomaterial segmentation networks with differentiable rendering and generative modeling (2025) Possart D, Mill L, Vollnhals F, Hildebrand T, Suter P, Hoffmann M, Utz J, et al. Journal article Learning-based autonomous navigation, benchmark environments and simulation framework for endovascular interventions (2025) Karstensen L, Robertshaw H, Hatzl J, Jackson B, Langejürgen J, Breininger K, Uhl C, et al. Journal article 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 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 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 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