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

State Required CME Public Health & Policy Hospital-Based Medicine Nursing
Journal: Discover oncology
Published Date: Jun 18, 2025

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 outcomes.

Authors

  • Jinzhe Bi
    Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, 541001, China.
  • Yaqun Yu
    Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, 541001, China. [email protected].

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