Concepedia
Statistics
Publications
16
Citations
1K
H-Index
11
Active since
2018
Affiliations
Radboud University Medical Center(Current)
Radboud University Nijmegen
Linköping University
Radboud Institute for Molecular Life Sciences
University of Bern
John‐Melle Bokhorst is an author at Radboud University Medical Center specializing in pathology, oncology, and computer vision.
Publications per year
2018–2025
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology
David Tellez, Geert Litjens, Péter Bándi et al. · Medical Image Analysis · 2019 · 586 citations · Full text
Computing, Biomedical Engineering, Pathology +17
Residual cyclegan for robust domain transformation of histopathological tissue slides
Thomas de Bel, John‐Melle Bokhorst, Jeroen van der Laak et al. · Medical Image Analysis · 2021 · 97 citations · Full text
Computing, Computer Science, Pathology +14
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations
Niccolò Marini, Stefano Marchesin, Sebastian Otálora et al. · npj Digital Medicine · 2022 · 65 citations · Full text
Computing, Computer Science, Pathology +16
Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images
John‐Melle Bokhorst, Irıs D. Nagtegaal, Filippo Fraggetta et al. · Scientific Reports · 2023 · 55 citations · Full text
Computing, Computer Science, Pathology +17
Assessment of individual tumor buds using keratin immunohistochemistry: moderate interobserver agreement suggests a role for machine learning
John‐Melle Bokhorst, Annika Blank, Alessandro Lugli et al. · Modern Pathology · 2019 · 46 citations · Full text
Medicine, Oncology, Pathology +17
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