A combined radiomics and clinical model for preoperative differentiation of intrahepatic cholangiocarcinoma and intrahepatic bile duct stones with cholangitis: a machine learning approach

A combined radiomics and clinical model for preoperative differentiation of intrahepatic cholangiocarcinoma and intrahepatic bile duct stones with cholangitis: a machine learning approach

BackgroundThis study aimed to develop and validate a predictive model integrating radiomics features and clinical variables to differentiate intrahepatic bile duct stones with cholangitis (IBDS-IL) from intrahepatic cholangiocarcinoma (ICC) preoperatively, as accurate distinction is crucial for dete...

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Bibliographic Details
Main Authors: Hongwei Qian, Yanhua Huang, Yuxing Dong, Luohang Xu, Ruanchang Chen, Fangzheng Zhou, Difan Zhou, Jianhua Yu, Baochun Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Oncology
Subjects:
intrahepatic cholangiocarcinoma
intrahepatic bile duct stones
intrahepatic lithiasis
radiomics
nomogram
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1546940/full
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