AFP and hepatocellular carcinoma: We employed machine learning (ML) techniques to perform in-depth data analysis on 13 routinely measured laboratory parameters from HT-1 patients in follow-up across three independent cohorts, aiming to identify which of them most significantly contributes to predicting elevated levels of AFP, a crucial biomarker of HCC.