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

AI in Older Adult Care (241) New Methods (1825) Natural Language Processing (1312) Dementia and Cognitive Decline (896) Machine Learning (3272) Computer-Aided Diagnosis (429) Speech and Phonetics in Verbal Protocols (Think Aloud, Recall, and Explanation Tasks) (95) Voice Phenotyping and Vocal Biomarkers (36)

Published on in Vol 9 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/93279, first published .
Close-up of an elderly woman's face with gray hair, looking thoughtfully to the side.

Multimodal Dementia Prediction With Large Language Models: Cross-Attention Over Text, Audio, and Image

Multimodal Dementia Prediction With Large Language Models: Cross-Attention Over Text, Audio, and Image

Authors of this article:

Felix Agbavor1 Author Orcid Image ;   Hualou Liang1, 2, 3, 4 Author Orcid Image
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