[A Preliminary Study of Applying Geometric Deep Learning in Brain Morphometry for Diagnosis of Alzheimer's Disease].

Journal: Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition
Published Date: Mar 1, 2021

Abstract

OBJECTIVE: A predictive model of Alzheimer's disease (AD) was established based on brain surface meshes and geometric deep learning, and its performance was evaluated.

Authors

  • Wei Xie
    Department of Electrical Engineering & Computer Science, Vanderbilt University, Nashville, TN 37232, United States of America.
  • Huai-Qiang Sun
    Huaxi MR Research Center, Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Jia-Wei Chen
    Department of Ultrasound Medicine, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Yi Zeng
    Department of Geriatrics, Second Xiangya Hospital, Central South University, Changsha, 410011, Hunan, China.
  • Xu Xu
    College of Chemistry, Liaoning University, Shenyang, 110036, China.
  • Zhen-Lin Li
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Chun-Chao Xia
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.

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