Juniorprofessur für Artificial Intelligence in Medical Imaging

Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images (2023) Fragoso-Garcia M, Wilm F, Bertram CA, Merz S, Schmidt A, Donovan T, Fuchs-Baumgartinger A, et al. Journal article Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising (2023) Wagner F, Thies M, Pfaff L, Maul N, Pechmann S, Gu M, Utz J, et al. Conference contribution CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling (2022) Denzinger F, Wels M, Taubmann O, Gülsün MA, Schöbinger M, Andre F, Buss SJ, et al. Conference contribution, Conference Contribution Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset (2022) Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, et al. Journal article Neural Networks for Distinguishing Rheumatoid Arthritis from Psoriatic Arthritis by Using Magnetic Resonance Imaging (2022) Folle L, Bayat S, Kleyer A, Fagni F, Kapsner L, Schlereth M, Meinderink T, et al. Conference contribution, Abstract of a poster Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation (2022) Qiu J, Oppelt M, Nissen M, Anneken L, Breininger K, Eskofier B Conference contribution A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT (2022) Ploner S, Chen S, Won J, Husvogt L, Breininger K, Schottenhamml J, Fujimoto J, Maier A Conference contribution, Original article A single latent channel is sufficient for biomedical glottis segmentation (2022) Kist A, Breininger K, Dörrich M, Dürr S, Schützenberger A, Semmler M Journal article Inter-species cell detection - datasets on pulmonary hemosiderophages in equine, human and feline specimens (2022) Marzahl C, Hill J, Stayt J, Bienzle D, Welker L, Wilm F, Voigt J, et al. Journal article CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING (2022) Folle L, Bayat S, Kleyer A, Fagni F, Kapsner L, Schlereth M, Meinderink T, et al. Conference contribution, Abstract of lecture