Juniorprofessur für Artificial Intelligence in Medical Imaging

Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning (2024) Ganz J, Puget C, Ammeling J, Parlak E, Kiupel M, Bertram CA, Breininger K, et al. Conference contribution, Conference Contribution Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors (2024) Aubreville M, Pan Z, Sievert M, Ammeling J, Ganz J, Oetter N, Stelzle F, et al. Conference contribution, Conference Contribution Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks (2024) Rivera Monroy LC, Rist L, Eberhardt M, Ostalecki C, Bauer A, Vera J, Breininger K, Maier A Conference contribution Opportunities for Improving Glaucoma Clinical Trials via Deep Learning-Based Identification of Patients with Low Visual Field Variability (2024) Wang R, Bradley C, Herbert P, Hou K, Hager GD, Breininger K, Unberath M, et al. Journal article Diagnosis of malignancy in oropharyngeal confocal laser endomicroscopy using GPT 4.0 with vision (2024) Sievert M, Aubreville M, Müller SK, Eckstein M, Breininger K, Iro H, Goncalves M Journal article A comprehensive multi-domain dataset for mitotic figure detection (2023) Aubreville M, Wilm F, Stathonikos N, Breininger K, Donovan TA, Jabari S, Veta M, et al. Journal article Gradient-based geometry learning for fan-beam CT reconstruction (2023) Thies M, Wagner F, Maul N, Folle L, Meier M, Rohleder M, Schneider LS, et al. Journal article, Original article Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers (2023) Gruenerbel L, Heinrich F, Böhlhoff-Martin J, Röper L, Machens HG, Gruenerbel A, Schillinger M, et al. Journal article Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation (2023) Qiu J, Wilm F, Öttl M, Schlereth M, Liu C, Heimann T, Aubreville M, Breininger K Conference contribution, Conference Contribution Appealing but Potentially Biasing - Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making (2023) Ammeling J, Manger C, Kwaka E, Krügel S, Uhl M, Kießig A, Fritz A, et al. Conference contribution