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Preoperative Prediction of Lymph Node Metastasis in Intrahepatic Cholangiocarcinoma: an Integrative Approach Combining Ultrasound-Based Radiomics and Inflammation-Related Markers

Yu-ting Peng,Jin-shu Pang,Peng Lin, Jia-min Chen,Rong Wen, Chang-wen Liu, Zhi-yuan Wen,Yu-quan Wu,Jin-bo Peng, Lu Zhang,Hong Yang,Dong-yue Wen,Yun He

BMC Medical Imaging(2025)

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Key words
Intrahepatic cholangiocarcinoma,Lymph node metastasis,Radiomics,Ultrasound,Inflammation-related marker
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