Deciphering serous ovarian carcinoma histopathology and platinum response by convolutional neural networks - Yu, Kun-Hsing; Hu, Vincent; Wang, Feiran; Matulonis, Ursula A.; Mutter, George L.; Golden, Jeffrey A.; Kohane, Isaac S. (BMC medicine, 2020)
Keywords: Adenocarcinoma; Algorithms; Artificial neural networks; Cancer; Cancer therapies; Carcinoma; Chemotherapy; Classification; Datasets; Development and progression; Digital pathology; Female; Gene expression; Histochemistry; Histopathology; Humans; Immune response; Innate immunity; Machine learning; Medical research; Middle Aged; Morphology; Neural networks; Ovarian cancer; Ovarian carcinoma; Ovarian Neoplasms - drug therapy; Ovarian Neoplasms - pathology; Pathology; Patients; Platinum; Platinum - therapeutic use; Platinum response; Prognosis; Proteins; Proteomics; Quality; Ribonucleic acid; RNA; RNA sequencing; Serous ovarian carcinoma; Tumors; Digital pathology; Platinum response; Gene expression; Serous ovarian carcinoma; Machine learning; Proteomics