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Applications of AI (343) Dementia and Cognitive Decline (739) Artificial Intelligence (2341) Artificial Intelligence, Machine Learning, and Natural Language Processing for Public Health (104)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82608, first published .
Large Language Model Adaptation Strategies in Speech-Based Cognitive Screening: Systematic Evaluation

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
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Fatemeh Taherinezhad   1 * , MSc ;   Mohamad Javad Momeni Nezhad   1 * , MSc ;   Sepehr Karimi   1 , MSc ;   Sina Rashidi   1 , MSc ;   Ali Zolnour   1 , MSc ;   Maryam Dadkhah   1 , MSc ;   Yasaman Haghbin   1 , MSc ;   Hossein Azadmaleki   1 , MSc ;   Maryam Zolnoori   1, 2, 3 , PhD

1 Columbia University Irving Medical Center, New York, NY, United States

2 School of Nursing, Columbia University, New York, NY, United States

3 Data Science Institute, Columbia University, New York, NY, United States

*these authors contributed equally

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