AFP and hepatocellular carcinoma: Given enormous data generated by the first-line surveillance of HBV-infected population with US, we developed a DL model based on B-mode US images of 209 HCC and 198 FNH cases to investigate its potential in identifying AFP-negative HCC from FLL found in HBV-infected patients during surveillance.