Christian Marzahl

Lehrstuhl für Informatik 5 (Mustererkennung)

Mitosis domain generalization in histopathology images — The MIDOG challenge (2023) Aubreville M, Stathonikos N, Bertram CA, Klopfleisch R, ter Hoeve N, Ciompi F, Wilm F, et al. Journal article 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 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 Abstract: the MIDOG Challenge 2021 Mitosis Domain Generalization in Histopathology Images (2023) Aubreville M, Stathonikos N, Bertram CA, Klopfleisch R, ter Hoeve N, Ciompi F, Wilm F, et al. 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 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 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 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 Deep Learning-based Cell Detection in Microscopy Images (2022) Marzahl C Thesis 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