However, only one study reported the potential advantages of Gd-EOB-DTPA-enhanced MRI radiomics in identifying GPC3-positive HCC (13) and was based on multiple sequences with limited extracted features of the hepatobiliary phase (HBP). This evidence concerns the gene GPC3 and hepatocellular carcinoma.