Furthermore, six of the most commonly mutated genes in lung cancers, STK11, EGFR, FAT1, SETBP1, KRAS, and TP53 can be predicted from the images.37 Apart from the prediction of patient outcome, molecular features of cancer cells can also be reflected from digital images. This evidence concerns the gene KRAS and lung carcinoma.