AUTHOR=Qian Hongwei , Huang Yanhua , Dong Yuxing , Xu Luohang , Chen Ruanchang , Zhou Fangzheng , Zhou Difan , Yu Jianhua , Lu Baochun 

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

JOURNAL=Frontiers in Oncology

VOLUME=15

YEAR=2025

URL=https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2025.1546940

DOI=10.3389/fonc.2025.1546940

ISSN=2234-943X