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a Patient recruitment process of the training, testing, and external validation cohorts. b The real-world clinical test datasets were obtained from two hospitals. HCC denotes Hepatocellular Carcinoma, ICC denotes Intrahepatic Cholangiocarcinoma, MET denotes Metastatic Cancer, FNH denotes Focal Nodular Hyperplasia, HEM denotes Hemangioma, and CYST denotes Cyst.
