Christian Marzahl

Lehrstuhl für Informatik 5 (Mustererkennung)

A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research (2021) Aubreville M, Bertram CA, Donovan TA, Marzahl C, Maier A, Klopfleisch R Conference contribution Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides (2021) Marzahl C, Aubreville M, Bertram CA, Stayt J, Jasensky AK, Bartenschlager F, Fragoso M, et al. Conference contribution Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region (2021) Aubreville M, Bertram CA, Marzahl C, Gurtner C, Dettwiler M, Schmidt A, Bartenschlager F, et al. Conference contribution A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research (2020) Aubreville M, Bertram CA, Donovan TA, Marzahl C, Maier A, Klopfleisch R Journal article Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region (2020) Aubreville M, Bertram CA, Marzahl C, Gurtner C, Dettwiler M, Schmidt A, Bartenschlager F, et al. Journal article Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides (2020) Marzahl C, Aubreville M, Bertram CA, Stayt J, Jasensky AK, Bartenschlager F, Fragoso-Garcia M, et al. Journal article Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment - Learning New Tricks from Old Dogs (2020) Aubreville M, Bertram CA, Jabari S, Marzahl C, Klopfleisch R, Maier A Book chapter / Article in edited volumes How Big is Big Enough?: A Large-Scale Histological Dataset of Mitotic Figures (2020) Bertram CA, Aubreville M, Marzahl C, Maier A, Klopfleisch R Conference contribution, Abstract of lecture Are fast labeling methods reliable? a case study of computer-aided expert annotations on microscopy slides (2020) Marzahl C, Bertram CA, Aubreville M, Petrick A, Weiler K, Gläsel AC, Fragoso M, et al. Conference contribution Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels (2020) Bertram CA, Veta M, Marzahl C, Stathonikos N, Maier A, Klopfleisch R, Aubreville M Conference contribution