Utilizing machine-learning techniques on MRI radiomics to identify primary tumors in brain metastases.

Journal: Frontiers in neurology
Published Date: Jan 6, 2025

Abstract

OBJECTIVE: To develop a machine learning-based clinical and/or radiomics model for predicting the primary site of brain metastases using multiparametric magnetic resonance imaging (MRI).

Authors

  • W L Yang
    Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
  • X R Su
    Department of Radiology, West China Hospital of Medicine, Huaxi MR Research Center (HMRRC), Chengdu, Sichuan, China.
  • S Li
    Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
  • K Y Zhao
    West China Hospital of Sichuan University, Chengdu, Sichuan, China.
  • Q Yue
    Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.

Keywords

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