The model included features in CPTAC: gender, age, tumor differentiation, history of liver cirrhosis, number of tumors, tumor size, tumor thrombus, tumor encapsulation, HBcAb, AFP, PTT, TB, ALB, ALT, and GGT (Fig. 4). Here, GPT is linked to cirrhosis of liver.