Christof Bertram

Research interests

Publications

• Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge

  Medical Image Analysis · 2024 · 10.1016/j.media.2024.103155

• Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images

  Veterinary Pathology · 2023 · 10.1177/03009858231189205

• Histological classification of canine and feline lymphoma using a modular approach based on deep learning and advanced image processing

  Scientific Reports · 2023 · 10.1038/s41598-023-46607-w

• A comprehensive multi-domain dataset for mitotic figure detection

  Scientific Data · 2023 · 10.1038/s41597-023-02327-4

• Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset

  Scientific Data · 2022 · 10.1038/s41597-022-01692-w

• Mitosis domain generalization in histopathology images — The MIDOG challenge

  Medical Image Analysis · 2022 · 10.1016/j.media.2022.102699

• Tumours in 177 pet hamsters

  Veterinary Record · 2021 · 10.1002/vetr.14

• Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy

  Veterinary Pathology · 2021 · 10.1177/03009858211067478

• International Guidelines for Veterinary Tumor Pathology: A Call to Action

  Veterinary Pathology · 2021 · 10.1177/03009858211013712

• EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control

  Scientific Reports · 2021 · 10.1038/s41598-021-83827-4

• MItosis DOmain Generalization Challenge

  Zenodo (CERN European Organization for Nuclear Research) · 2021 · 10.5281/zenodo.4573978

• Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region

  Refubium (Universitätsbibliothek der Freien Universität Berlin) · 2020 · 10.17169/refubium-28627

• A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research

  Journal · 2020 · 10.17169/refubium-39088

• Mitotic Figures—Normal, Atypical, and Imposters: A Guide to Identification

  Veterinary Pathology · 2020 · 10.1177/0300985820980049

• Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides

  Refubium (Universitätsbibliothek der Freien Universität Berlin) · 2020 · 10.17169/refubium-27975

• Neoplasia and Tumor-Like Lesions in Pet Rabbits ( Oryctolagus cuniculus ): A Retrospective Analysis of Cases Between 1995 and 2019

  Veterinary Pathology · 2020 · 10.1177/0300985820973460

• Computerized Calculation of Mitotic Count Distribution in Canine Cutaneous Mast Cell Tumor Sections: Mitotic Count Is Area Dependent

  Veterinary Pathology · 2019 · 10.1177/0300985819890686

• A large-scale dataset for mitotic figure assessment on whole slide images of canine cutaneous mast cell tumor

  Scientific Data · 2019 · 10.1038/s41597-019-0290-4

• Genital Tract Pathology in Female Pet Guinea Pigs (Cavia porcellus): a Retrospective Study of 655 Post-mortem and 64 Biopsy Cases

  Journal of Comparative Pathology · 2018 · 10.1016/j.jcpa.2018.09.001

• Validation of Digital Microscopy Compared With Light Microscopy for the Diagnosis of Canine Cutaneous Tumors

  Veterinary Pathology · 2018 · 10.1177/0300985818755254

• Genital Tract Pathology in Female Pet Rabbits (Oryctolagus cuniculus): a Retrospective Study of 854 Necropsy Examinations and 152 Biopsy Samples

  Journal of Comparative Pathology · 2018 · 10.1016/j.jcpa.2018.08.003

• SlideRunner

  Informatik aktuell · 2018 · 10.1007/978-3-662-56537-7_81

• The Pathologist 2.0: An Update on Digital Pathology in Veterinary Medicine

  Veterinary Pathology · 2017 · 10.1177/0300985817709888

Current projects

No projects listed.