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Gadoxetic Acid-Enhanced MRI for Identifying Cholangiocyte Phenotype Hepatocellular Carcinoma by Interpretable Machine Learning: Individual Application of SHAP

Wei Liu, Zhiping Cai,Yifan Chen, Xingqun Guan,Jieying Feng,Haixiong Chen,Baoliang Guo,Fusheng OuYang,Chun Luo,Rong Zhang, Xinjie Chen, Xiaohong Li,Cuiru Zhou,Shaomin Yang,Ziwei Liu,Qiugen Hu

BMC Cancer（2025）

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关键词
Cholangiocyte phenotype,Hepatocellular carcinoma,Magnetic resonance imaging,Machine learning
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