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. |
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| 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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| ISSN: | 2574-2531 |
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| DOI: | 10.1093/jamiaopen/ooag065 |
