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

Applications of AI (295) AI Language Models in Health Care (208) Generative Language Models Including ChatGPT (725) Dementia and Cognitive Decline (703) Foundation Models and Their Applications in AI (51) Imaging Informatics (308) Medical imaging (116)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/66926, first published .
High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study

High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study

High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study

Authors of this article:

You Cheng1, 2 Author Orcid Image ;   Mrunal Malekar1 Author Orcid Image ;   Yingnan He1 Author Orcid Image ;   Apoorva Bommareddy1 Author Orcid Image ;   Colin Magdamo2 Author Orcid Image ;   Arjun Singh1, 2 Author Orcid Image ;   Brandon Westover2, 3 Author Orcid Image ;   Shibani S Mukerji1, 2 Author Orcid Image ;   John Dickson1, 2 Author Orcid Image ;   Sudeshna Das1, 2 Author Orcid Image
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Journals

  1. Wister A, Pinigina E, Liang J, Linkov I. AI-enabled resilience modeling for brain health. Frontiers in Molecular Medicine 2025;5 View
  2. Wang B, Zhao T, Ma R, Huo X, Xiong X, Wu M, Wang Y, Liu L, Zhuang Z, Wang B, Shou J. Comparative Diagnostic Accuracy of AI-Assisted Fluorine-18 Fluorodeoxyglucose Positron Emission Tomography Versus Structural Magnetic Resonance Imaging in Alzheimer Disease: Systematic Review and Meta-Analysis. JMIR Aging 2025;8:e76981 View
  3. Chang E, Xie K, Ellis C. Transformer Language Models for Neurology Research with Electronic Health Records: Current State of the Science. Seminars in Neurology 2025 View

Conference Proceedings

  1. Li X, Jin X. 2025 19th International Conference on Complex Medical Engineering (CME). Recent Advances in Multimodal Integration for Alzheimer’s Disease Diagnosis: From Brain Imaging to Behavioral and Molecular Signatures View