Among these seven genes, AUCs for CTNNB1, which is one of the primary oncogenes involved in HCC development,15 reached the highest value at 0.903 (Table S5), indicating that mutations of CTNNB1 in the test set were highly predictive by our CNN model (Figure 3C). Here, CTNNB1 is linked to hepatocellular carcinoma.