Our study developed and compared predictive performance of radiomics models derived from different sequences and phases, including T2W, AP, PVP, and HBP images, then further validated the optimal model for preoperative prediction of Ki-67 expression in HCC, which obtained a good result and would be feasible for clinical practice. This evidence concerns the gene MKI67 and hepatocellular carcinoma.