EGFR and non-small cell lung carcinoma: Zhang et al. conducted a multivariate analysis based on CT radiomic features to discriminate EGFR mutation in patients with NSCLC and reached AUCs of 0.86 and 0.87 the training (n = 140) and test (n = 40) cohorts, respectively [38].