Clinical-Grade Validation of an Autofluorescence Virtual Staining System With Human Experts and a Deep Learning System for Prostate Cancer

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

Abdel Aziz Taha, Allan Hanbury · BMC Medical Imaging · 2015 · 2.8K citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Prostate Cancer, Version 2.2019, NCCN Clinical Practice Guidelines in Oncology

James L. Mohler, Emmanuel S. Antonarakis, Andrew J. Armstrong et al. · Journal of the National Comprehensive Cancer Network · 2019 · 1.6K citations · Full text

Medicine, Oncology, Urology +17

Image-to-Image Translation with Conditional Adversarial Networks

Phillip Isola, Jun-Yan Zhu, Tinghui Zhou et al. · 2017 · 1.6K citations · Full text

Computing, Computer Science, Computer Vision +3

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

Wouter Bulten, Hans Pinckaers, Hester van Boven et al. · The Lancet Oncology · 2020 · 687 citations · Full text

Medicine, Pathology, Urology +17

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning

Yair Rivenson, Hongda Wang, Zhensong Wei et al. · Nature Biomedical Engineering · 2019 · 651 citations · Full text

Medicine, Biomedical Engineering, Pathology +16