Predicting one-year post-surgical recurrence in colorectal liver metastasis using CT radiomics and machine learning.

Journal: PloS one
Published Date: Aug 29, 2025

Abstract

BACKGROUND: Early recurrence in colorectal cancer liver metastases (CRLM) typically correlates with significantly worse survival outcomes. There is a strong demand for developing robust and interpretable approaches to assist clinicians in identifying patients at high risk of recurrence.

Authors

  • Ningxin Chen
    Department of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China.
  • Boyang Zang
    School of Clinical Medicine, Tsinghua University, Beijing, 100084, China.
  • Yangjia Chen
    Department of Preventive Medicine, School of Health, Quanzhou Medical College, Fujian, China.

Keywords

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