Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma - Johannet, Paul; Coudray, Nicolas; Donnelly, Douglas M.; Jour, George; Illa-Bochaca, Irineu; Xia, Yuhe; Johnson, Douglas B.; Wheless, Lee; Patrinely, James R.; Nomikou, Sofia; Rimm, David L.; Pavlick, Anna C.; et al. (Clinical cancer research, 2021)
Keywords: Adult; Aged; Disease Progression; Drug Resistance, Neoplasm; Female; Follow-Up Studies; Humans; Image Processing, Computer-Assisted; Immune Checkpoint Inhibitors - pharmacology; Immune Checkpoint Inhibitors - therapeutic use; Machine Learning; Male; Melanoma - diagnosis; Melanoma - drug therapy; Melanoma - immunology; Melanoma - mortality; Middle Aged; Neoplasm Staging; Prognosis; Progression-Free Survival; Prospective Studies; Risk Assessment - methods; ROC Curve; Skin - pathology; Skin Neoplasms - diagnosis; Skin Neoplasms - drug therapy; Skin Neoplasms - immunology; Skin Neoplasms - mortality