AFP and hepatocellular carcinoma: Ji et al [56] assessed a pre-operative model that integrated a CT radiomics signature (based on 20 features) with AFP and the number of tumors, and a postoperative model that incorporated microvascular invasion and satellite nodules into the predictors, in 295 patients undergoing resection for early HCC.