A radiomics feature extracted from the pretreatment CT scan of NSCLC patients showed a strong association with the presence of sensitizing EGFR mutations (AUC = 0.67, p = 0.03); in contrast, tumor volume and maximum diameter were both not significantly predictive of EGFR mutations (p > 0.27) [80]. This evidence concerns the gene EGFR and neoplasm.