Artificial intelligence in anatomical pathology: building a strong foundation for precision medicine

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

Jakob Nikolas Kather, Alexander T. Pearson, Niels Halama et al. · Nature Medicine · 2019 · 1.4K citations · Full text

Medicine, Genetics, Oncology +16

Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis

Yu Fu, Alexander W. Jung, Ramón Viñas et al. · Nature Cancer · 2020 · 676 citations

Medicine, Oncology, Pathology +17

Pan-cancer image-based detection of clinically actionable genetic alterations

Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch et al. · Nature Cancer · 2020 · 634 citations · Full text

Medicine, Bioinformatics, Oncology +17

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

Nature Medicine · 2022 · 494 citations · Full text

Medicine, Pathology, Urology +17

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

David F. Steiner, Robert MacDonald, Yun Liu et al. · The American Journal of Surgical Pathology · 2018 · 483 citations · Full text

Medicine, Oncology, Pathology +17