Regarding radiation therapy, a machine learning model combining pre-treatment MRI-based radiomics features with clinical parameters and AFP showed improved performance in predicting HCC response to Yttrium-90 radiation segmentectomy, compared to clinical data or AFP alone [41]. Here, AFP is linked to hepatocellular carcinoma.