| Mitosis domain generalization in histopathology images—the MIDOG challenge M Aubreville, N Stathonikos, CA Bertram, R Klopfleisch, N Ter Hoeve, ... Medical Image Analysis 84, 102699, 2023 | 107 | 2023 |
| A large-scale dataset for mitotic figure assessment on whole slide images of canine cutaneous mast cell tumor CA Bertram, M Aubreville, C Marzahl, A Maier, R Klopfleisch Scientific data 6 (1), 274, 2019 | 76 | 2019 |
| Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region M Aubreville, CA Bertram, C Marzahl, C Gurtner, M Dettwiler, A Schmidt, ... Scientific reports 10 (1), 16447, 2020 | 69 | 2020 |
| A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research M Aubreville, CA Bertram, TA Donovan, C Marzahl, A Maier, R Klopfleisch Scientific data 7 (1), 417, 2020 | 59 | 2020 |
| Deep learning-based quantification of pulmonary hemosiderophages in cytology slides C Marzahl, M Aubreville, CA Bertram, J Stayt, AK Jasensky, ... Scientific reports 10 (1), 9795, 2020 | 55 | 2020 |
| Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy CA Bertram, M Aubreville, TA Donovan, A Bartel, F Wilm, C Marzahl, ... Veterinary pathology 59 (2), 211-226, 2022 | 48 | 2022 |
| EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control C Marzahl, M Aubreville, CA Bertram, J Maier, C Bergler, C Kröger, ... Scientific reports 11 (1), 4343, 2021 | 41 | 2021 |
| Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels CA Bertram, M Veta, C Marzahl, N Stathonikos, A Maier, R Klopfleisch, ... Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020 | 41 | 2020 |
| Classification of leukemic b-lymphoblast cells from blood smear microscopic images with an attention-based deep learning method and advanced augmentation techniques C Marzahl, M Aubreville, J Voigt, A Maier ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging: Select …, 2019 | 40 | 2019 |
| Domain adversarial RetinaNet as a reference algorithm for the MItosis DOmain generalization challenge F Wilm, C Marzahl, K Breininger, M Aubreville International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 30 | 2021 |
| Unobtrusive fall detection using 3D images of a gaming console: Concept and first results C Marzahl, P Penndorf, I Bruder, M Staemmler Ambient Assisted Living: 5. AAL-Kongress 2012 Berlin, Germany, January 24-25 …, 2012 | 22 | 2012 |
| Robust quad-tree based registration on whole slide images C Marzahl, F Wilm, L Tharun, S Perner, CA Bertram, C Kröger, J Voigt, ... MICCAI Workshop on Computational Pathology, 181-190, 2021 | 16 | 2021 |
| Are fast labeling methods reliable? A case study of computer-aided expert annotations on microscopy slides C Marzahl, CA Bertram, M Aubreville, A Petrick, K Weiler, AC Gläsel, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 16 | 2020 |
| Pan-tumor canine cutaneous cancer histology (catch) dataset F Wilm, M Fragoso, C Marzahl, J Qiu, C Puget, L Diehl, CA Bertram, ... Scientific data 9 (1), 588, 2022 | 15 | 2022 |
| The ACROBAT 2022 challenge: automatic registration of breast cancer tissue P Weitz, M Valkonen, L Solorzano, C Carr, K Kartasalo, C Boissin, ... Medical image analysis 97, 103257, 2024 | 13 | 2024 |
| Influence of inter-annotator variability on automatic mitotic figure assessment F Wilm, CA Bertram, C Marzahl, A Bartel, TA Donovan, CA Assenmacher, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | 13 | 2021 |
| Is crowd-algorithm collaboration an advanced alternative to crowd-sourcing on cytology slides? C Marzahl, M Aubreville, CA Bertram, S Gerlach, J Maier, J Voigt, J Hill, ... Bildverarbeitung für die Medizin 2020: Algorithmen–Systeme–Anwendungen …, 2020 | 13* | 2020 |
| Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm CA Bertram, C Marzahl, A Bartel, J Stayt, F Bonsembiante, ... Veterinary pathology 60 (1), 75-85, 2023 | 11 | 2023 |
| Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images M Fragoso-Garcia, F Wilm, CA Bertram, S Merz, A Schmidt, T Donovan, ... Veterinary Pathology 60 (6), 865-875, 2023 | 9 | 2023 |
| Method for detecting a binding of antibodies from a patient sample to double-stranded DNA using Crithidia luciliae cells and fluorescence microscopy S Gerlach, C Marzahl, M Danckwardt, J Voigt US Patent 11,549,889, 2023 | 5 | 2023 |
