AFP and neoplasm: Seventeen relevant parameters were screened using the LASSO regression model, including hypertension, cholecystectomy, tumor number, bile duct dilatation, lymph nodes, degree of differentiation, margin invasion, CA199, boundary, gender, monocyte, P, Fe, Glu, cholesterol, GP and AFP.