[A Dual-Aware deep learning framework for identification of glioma isocitrate dehydrogenase genotype using magnetic resonance amide proton transfer modalities].

Journal: Nan fang yi ke da xue xue bao = Journal of Southern Medical University
PMID: 37712275

Abstract

OBJECTIVE: To propose a Dual-Aware deep learning framework for genotyping of isocitrate dehydrogenase (IDH) in gliomas based on magnetic resonance amide proton transfer (APT) modality data as a means to assist non-invasive diagnosis of gliomas.

Authors

  • Z Chu
    School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • Y Qu
    Department of Radiology, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China.
  • T Zhong
    School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • S Liang
    School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • Z Wen
    Department of Radiology, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China.
  • Y Zhang
    University Technology Sydney, 15 Broadway, Ultimo, NSW Australia.

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