Juniorprofessur für Artificial Intelligence in Medical Imaging

Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology Images (2023) Ganz J, Lipnik K, Ammeling J, Richter B, Puget C, Parlak E, Diehl L, et al. Conference contribution Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays (2023) Ammeling J, Schmidt LH, Ganz J, Niedermair T, Brochhausen-Delius C, Schulz C, Breininger K, Aubreville M Conference contribution Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis (2023) Shkëmbi G, Müller J, Li Z, Breininger K, Schüffler P, Kainz B Conference contribution Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge (2023) Ammeling J, Wilm F, Ganz J, Breininger K, Aubreville M Conference contribution Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks (2023) Öttl M, Steenpaß J, Rübner M, Geppert CI, Qiu J, Wilm F, Hartmann A, et al. Conference contribution Whole-Body Multi-Organ Segmentation Using Anatomical Attention (2023) Liu C, Denzinger F, Folle L, Qiu J, Klein L, Maier J, Kachelrieb M, et al. Conference contribution On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting (2023) Wagner F, Thies M, Pfaff L, Aust O, Pechmann S, Weidner D, Maul N, et al. Conference contribution Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset (2023) Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, et al. Conference contribution Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology (2023) Wilm F, Fragoso M, Bertram CA, Stathonikos N, Ottl M, Qiu J, Klopfleisch R, et al. Conference contribution Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset (2023) Wilm F, Fragoso M, Bertram CA, Stathonikos N, Öttl M, Qiu J, Klopfleisch R, et al. Conference contribution