Machine learning-based diagnostic model for preoperative differentiation between xanthogranulomatous cholecystitis and gallbladder carcinoma: a multicenter retrospective cohort study

Machine learning-based diagnostic model for preoperative differentiation between xanthogranulomatous cholecystitis and gallbladder carcinoma: a multicenter retrospective cohort study

BackgroundXanthogranulomatous cholecystitis (XGC) and gallbladder carcinoma (GBC) share similar imaging and serological profiles, posing significant challenges in accurate preoperative diagnosis. This study aimed to identify reliable indicators and develop a predictive model to differentiate between...

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Bibliographic Details
Main Authors: Tianwei Fu, Yating Bao, Zhihan Zhong, Zhenyu Gao, Taiwei Ye, Chengwu Zhang, Huang Jing, Zunqiang Xiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Oncology
Subjects:
xanthogranulomatous cholecystitis
gallbladder carcinoma
diagnostic nomogram
machine learning
preoperative imaging
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2024.1355927/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2024.1355927/full

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