In the multivariable logistic regression analysis, the radiomics score (OR, 2.433 [95%CI, 1.436 to 4.473], P = 0.002), the AFP level (OR, 2.112 [95%CI, 0.488 to 9.974], P < 0.001), gross vascular invasion (OR, 3.356 [95%CI, 1.308 to 9.023], P = 0.013) and a non-smooth tumour margin (OR, 2.735 [95%CI, 1.104 to 6.989], P = 0.031) significantly predicted early recurrence (Table 2). The gene discussed is AFP; the disease is neoplasm.