We observe that both the laboratory-based algorithm and the PEB approach show improved TPR over the standard thresholding approach with AFP only across all the definitions of true positive screenings in HCC cases (A1-D1 and A2-D2). Here, AFP is linked to hepatocellular carcinoma.