An exploratory analysis that considered only those AFP tests from the HALT-C Trial that were six months apart found that the PEB algorithm method improved the sensitivity of AFP by 12.6% compared to the standard thresholding approach when the screening-level false positive rate was set to 10% and all positive screens in HCC cases were considered to be true positive screens. Here, AFP is linked to hepatocellular carcinoma.