In Table B in Additional file 1: Appendix B, we observe that the results are mostly consistent; both the laboratory-based algorithm and the PEB approach showing improved TPR over the standard thresholding approach with AFP only across all the definitions of true positive screenings in HCC cases except one. Here, AFP is linked to hepatocellular carcinoma.