In conclusion, based on multicenter and time-independent preoperative gadoxetic acid-enhanced MRI data and radiomics analysis, we established a noninvasive and accurate radiomics classifier to determine CK19 status in HCC patients. The gene discussed is KRT19; the disease is hepatocellular carcinoma.