AFP and hepatocellular carcinoma: In the middle panel, we observe that while a similar proportion of the HCC cases were first flagged positive at the same time by both the AFP only approach and the PEB approach (70.21%), 20.92% were flagged first by the PEB algorithm while only 3.19% were first flagged positive by the AFP only approach.