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

Applications of AI (911) Dementia and Cognitive Decline (875) Artificial Intelligence (4661) Artificial Intelligence, Machine Learning, and Natural Language Processing for Public Health (154)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82608, first published .
Man wearing headphones interacts with AI brain interface, touching screen with brain icon.

Large Language Model Adaptation Strategies in Speech-Based Cognitive Screening: Systematic Evaluation

Large Language Model Adaptation Strategies in Speech-Based Cognitive Screening: Systematic Evaluation

Authors of this article:

Fatemeh Taherinezhad1 Author Orcid Image ;   Mohamad Javad Momeni Nezhad1 Author Orcid Image ;   Sepehr Karimi1 Author Orcid Image ;   Sina Rashidi1 Author Orcid Image ;   Ali Zolnour1 Author Orcid Image ;   Maryam Dadkhah1 Author Orcid Image ;   Yasaman Haghbin1 Author Orcid Image ;   Hossein Azadmaleki1 Author Orcid Image ;   Maryam Zolnoori1, 2, 3 Author Orcid Image
Article Authors Cited by (1) Tweetations (3) Metrics

Journals

  1. Shelly S. Voice, Speech, and Large Language Models in Neurology: From Acoustic Biomarkers to Conversational AI. Computation 2026;14(7):160 View