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

Decision Support for Health Professionals (1702) Clinical Informatics (1502) Natural Language Processing (997) Dementia and Cognitive Decline (769) Artificial Intelligence (2467)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/86965, first published .
Elderly woman with white hair concentrating on a jigsaw puzzle

Advancing Alzheimer Disease Prediction With Large Language Model–Based Linguistic Feature Analysis: Development and Validation Study

Advancing Alzheimer Disease Prediction With Large Language Model–Based Linguistic Feature Analysis: Development and Validation Study

Authors of this article:

Ming-Hsia Hsu1, 2 Author Orcid Image ;   San-Yih Hwang1 Author Orcid Image ;   Yi-Hang Tsai1 Author Orcid Image ;   Yun-Chi Chang1 Author Orcid Image ;   Chih-Kuang Liang3, 4, 5 Author Orcid Image ;   Chiung-Yun Chang2 Author Orcid Image
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Ming-Hsia Hsu   1, 2 , MS ;   San-Yih Hwang   1 , PhD ;   Yi-Hang Tsai   1 , MS ;   Yun-Chi Chang   1 , MS ;   Chih-Kuang Liang   3, 4, 5 , PhD ;   Chiung-Yun Chang   2 , MS

1 Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan

2 Department of Information Systems, Kaohsiung Municipal United Hospital, Kaohsiung, Taiwan

3 Division of Neurology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan

4 Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan

5 Center for Healthy Longevity and Aging Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan

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