Juniorprofessur für Artificial Intelligence in Medical Imaging

First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain (2022) Kunzmann S, Marzahl C, Denzinger F, Bertram C, Klopfleisch R, Breininger K, Christlein V, Maier A Conference contribution Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging (2022) Schlereth M, Stromer D, Breininger K, Wagner A, Tan L, Maier A, Knieling F Conference contribution Form Follows Function: Smart Network Design Enables Zero-shot Network Reuse (2022) Fu W, Husvogt L, Breininger K, Schaffert R, Abu-Qamar O, Fujimoto JG, Maier A Conference contribution Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses (2022) Arbogast N, Kordon F, Kunze H, Swartman B, El Barbari JS, Breininger K Conference contribution, Conference Contribution Direct and indirect image rotation estimation methods of orthopedic x-ray images (2022) Kunze H, Kordon F, Maier A, Breininger K Conference contribution, Conference Contribution Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis (2022) Folle L, Bayat S, Kleyer A, Fagni F, Kapsner L, Schlereth M, Meinderink T, et al. Journal article, Original article Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy (2022) Bertram CA, Aubreville M, Donovan TA, Bartel A, Wilm F, Marzahl C, Assenmacher CA, et al. Journal article Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm (2022) Bertram CA, Marzahl C, Bartel A, Stayt J, Bonsembiante F, Beeler-Marfisi J, Barton AK, et al. Journal article Computer Assistance: A New Gold Standard for the Mitotic Count? (2022) Bertram CA, Aubreville M, Donovan TA, Bartel A, Wilm F, Marzahl C, Assenmacher CA, et al. Journal article PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis (2022) Demir KC, May M, Schmid A, Uder M, Breininger K, Weise T, Maier A, Yang SH Conference contribution