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Explainable AI for mental health emergency returns: integrating large language models with predictive modeling.

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Title: Explainable AI for mental health emergency returns: integrating large language models with predictive modeling.
Authors: Ahmed A; Department of Health Services Administration, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL 35233, United States.; Department of Biomedical Informatics and Data Science, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Saleem M; Department of Health Services Administration, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Alzeen M; Department of Health Services Administration, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Birur B; Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Fargason RE; Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Burk BG; Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35233, United States.; Department of Pharmacy, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Alhassan A; Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35233, United States., Al-Garadi MA; Department of Biomedical Informatics, School of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States.
Source: JAMIA open [JAMIA Open] 2026 Jun 19; Vol. 9 (3), pp. ooag065. Date of Electronic Publication: 2026 Jun 19 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press on behalf of the American Medical Informatics Association Country of Publication: United States NLM ID: 101730643 Publication Model: eCollection Cited Medium: Internet ISSN: 2574-2531 (Electronic) Linking ISSN: 25742531 NLM ISO Abbreviation: JAMIA Open Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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              Text: 2026 Jun 19
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