Prof. Dr.-Ing. Katharina Breininger

Juniorprofessur für Artificial Intelligence in Medical Imaging Department Artificial Intelligence in Biomedical Engineering

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 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 Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging (2022) Schlereth M, Stromer D, Mantri Y, Tsujimoto J, Breininger K, Maier A, Anderson C, et al. Conference contribution Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation (2022) Öttl M, Mönius J, Marzahl C, Rübner M, Geppert CI, Hartmann A, Beckmann M, et al. Conference contribution, Conference Contribution Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge (2022) Wilm F, Marzahl C, Breininger K, Aubreville M Conference contribution Thrombus Detection in Non-Contrast Head CT using Graph Deep Learning (2022) Popp A, Taubmann O, Thamm F, Ditt H, Maier A, Breininger K Conference contribution EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control (2021) Marzahl C, Aubreville M, Bertram CA, Maier J, Bergler C, Kröger C, Voigt J, et al. Journal article