Application of several machine learning algorithms for the prediction of afatinib treatment outcome in advanced‐stage EGFR‐mutated non‐small‐cell lung cancer - Kim, Taeyun; Lee, Sang Jin; Jang, Tae‐Won (Thoracic cancer, 2022)
Keywords: Afatinib - pharmacology; Afatinib - therapeutic use; Algorithms; Bayes Theorem; Carcinoma, Non-Small-Cell Lung - drug therapy; Carcinoma, Non-Small-Cell Lung - genetics; Carcinoma, Non-Small-Cell Lung - pathology; Classification; Datasets; Drug dosages; ErbB Receptors - genetics; ErbB Receptors - therapeutic use; Generalized linear models; Humans; Lung cancer; Lung Neoplasms - drug therapy; Lung Neoplasms - genetics; Lung Neoplasms - pathology; Machine Learning; Medical prognosis; Metastasis; Neural networks; NSCLC; Original; outcome; Performance evaluation; Retrospective Studies; Support vector machines; survival; Treatment Outcome; South Korea; NSCLC; machine learning; outcome; survival