For instance, Gong et al. [171] came out with a radiomics model to predict pre-operative expression of PD-1 and PD-L1 in hepatocellular carcinoma (HCC), which was associated with more aggressive tumor behavior in the form of increased recurrence and distal metastatic risk [172]. The gene discussed is CD274; the disease is neoplasm.