This paper is in the following e-collection/theme issue:

Aging with Chronic Disease (110) AI in Older Adult Care (15) Clinical Information and Decision Making (1407) Machine Learning (1465) Dementia and Cognitive Decline (481) Decision Support for Health Professionals (1185) Clinical Informatics (1022)

Published on in Vol 7 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/54748, first published .
Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study

Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study

Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study

Authors of this article:

Xinyue Hu1, 2 Author Orcid Image ;   Zenan Sun2 Author Orcid Image ;   Yi Nian2 Author Orcid Image ;   Yichen Wang3 Author Orcid Image ;   Yifang Dang2 Author Orcid Image ;   Fang Li1, 2 Author Orcid Image ;   Jingna Feng1, 2 Author Orcid Image ;   Evan Yu2 Author Orcid Image ;   Cui Tao1, 2 Author Orcid Image
Article Authors Cited by (1) Tweetations (1) Metrics

Xinyue Hu   1, 2 * , MS ;   Zenan Sun   2 * , MS ;   Yi Nian   2 , MS ;   Yichen Wang   3 , MD ;   Yifang Dang   2 , MS ;   Fang Li   1, 2 , PhD ;   Jingna Feng   1, 2 , MS ;   Evan Yu   2 , MS ;   Cui Tao   1, 2 , PhD

1 Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, United States

2 McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States

3 Division of Hospital Medicine at Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, United States

*these authors contributed equally

Corresponding Author:

  • Cui Tao, PhD
  • Department of Artificial Intelligence and Informatics
  • Mayo Clinic
  • 4500 San Pablo Rd S
  • Jacksonville, FL, 32224
  • United States
  • Phone: 1 904-956-3256
  • Email: tao.cui@mayo.edu