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

Machine Learning (2174) Artificial Intelligence (2252) Clinical Informatics (1381) Social Determinants of Health (91) Dementia and Cognitive Decline (718)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80405, first published .
Assessing the Impact of Sociodemographic Factors on Artificial Intelligence Models in Predicting Dementia: Retrospective Cohort Study

Assessing the Impact of Sociodemographic Factors on Artificial Intelligence Models in Predicting Dementia: Retrospective Cohort Study

Assessing the Impact of Sociodemographic Factors on Artificial Intelligence Models in Predicting Dementia: Retrospective Cohort Study

Authors of this article:

Xingyi Liu1 Author Orcid Image ;   Muskan Garg1 Author Orcid Image ;   Maria Vassilaki2 Author Orcid Image ;   Jennifer St Sauver2 Author Orcid Image ;   Ronald C Petersen3 Author Orcid Image ;   Momin M Malik4 Author Orcid Image ;   Chung Il Wi4 Author Orcid Image ;   Young J Juhn4 Author Orcid Image ;   Sunghwan Sohn1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Xingyi Liu   1 , PhD ;   Muskan Garg   1 , PhD ;   Maria Vassilaki   2 , MD, PhD ;   Jennifer St Sauver   2 , PhD ;   Ronald C Petersen   3 , MD, PhD ;   Momin M Malik   4 , PhD ;   Chung Il Wi   4 , MD ;   Young J Juhn   4 , MD, PhD ;   Sunghwan Sohn   1 , PhD

1 Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, United States

2 Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, United States

3 Department of Neurology, Mayo Clinic, Rochester, MN, United States

4 Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN, United States

Corresponding Author:

  • Sunghwan Sohn, PhD
  • Department of Artificial Intelligence and Informatics
  • Mayo Clinic
  • Harwick Building, 7th Fl., 205 3rd Ave SW
  • Rochester, MN 55905
  • United States
  • Phone: 1 507-266-0376
  • Email: sohn.sunghwan@mayo.edu