P. Liang

Diagnostic performance of liver imaging reporting and data system ancillary features for hepatocellular carcinoma: a systematic review and evidence synthesis.

LI-RADS AFs enhance HCC diagnostic accuracy when complementing major features, with the most robust evidence supporting MRI-based AFs, while AFs based on CT and CEUS require further validation.

Perfusion beyond Margin in Hepatocellular Carcinoma: A Contrast-enhanced US Feature Related to Tumor Invasiveness and Prognosis.

Preoperative prediction of microvascular invasion in hepatocellular carcinoma ≤5 cm based on contrast-enhanced ultrasound features and LI-RADS categorization: a multicenter study

This model can noninvasive preoperative prediction of MVI risk in patients with HCC ≤5 cm, offering a reliable reference for clinicians in developing personalized treatment strategies.