An explainable machine learning model for predicting the risk of distant metastasis in intrahepatic cholangiocarcinoma: a population-based cohort study

Abstract Background Distant metastasis (DM) in intrahepatic cholangiocarcinoma (ICC) is associated with poor prognosis and significantly high mortality. Therefore, developing an effective early prediction method for DM risk is crucial for tailoring personalized treatment plans and improving patient...

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Bibliographic Details
Main Authors: Jinzhe Bi, Yaqun Yu
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Oncology
Subjects:
Online Access:https://doi.org/10.1007/s12672-025-02952-y
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