The accurate diagnosis and therapeutic monitoring of focal liver lesions (FLLs) remain critical challenges in clinical hepatology and radiology. FLLs include both benign and malignant tumors such as hemangiomas, focal nodular hyperplasia, hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and metastatic tumors [1]. While some imaging technique like ultrasound, CT, and standard MRI provide essential morphological and hemodynamic characteristic, their limited ability to differen…