By analyzing concealed information within ultrasound images coupled with advanced computational algorithms, we constructed preoperative models for predicting pathological features in patients with HCC, including differentiation, CK7 and Ki67 expression, and p53 mutation. This evidence concerns the gene TP53 and hepatocellular carcinoma.