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

Machine Learning (3232) Clinical Informatics (2306) Dementia and Cognitive Decline (890) Artificial Intelligence (4850) Social Determinants of Health (127)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80405, first published .
Laptop showing a balance scale comparing homeownership vs. renting.

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
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Journals

  1. Lin J, Vassilaki M, St. Sauver J, Petersen R, Wi C, Juhn Y, Chen J, Sham Y, Sohn S. Differential associations of individual- and neighborhood-level socioeconomic status with mortality in dementia: Findings from the Mayo Clinic Study of Aging. Journal of Alzheimer’s Disease 2026 View