A machine learning model based on CT radiomics for preoperatively differentiating intrahepatic mass-type cholangiocarcinoma and inflammatory pseudotumours

A machine learning model based on CT radiomics for preoperatively differentiating intrahepatic mass-type cholangiocarcinoma and inflammatory pseudotumours

Abstract Objective Intrahepatic cholangiocarcinoma (ICC) and hepatic inflammatory pseudotumours (IPTs) share similar imaging features, leading to unnecessary biopsies and surgeries. Accurate preoperative differentiation is essential. Current studies using traditional imaging analysis have limited ac...

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Bibliographic Details
Main Authors: Xiao-chun Wang, Jing-hong Liang, Xiao-yao Huang, Wen-jian Tang, Yan-mei He, Jun-yuan Zhong, Ling Zhang, Lun Lu
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Cancer
Subjects:
IPTs
ICC
CT
Radiomics
Machine learning
Online Access:https://doi.org/10.1186/s12885-025-14488-z
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https://doi.org/10.1186/s12885-025-14488-z

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