Development and Validation of Machine-Learning Algorithms to Predict the Onset of Depression Using Electronic Health Record Data: A Prognostic Modeling Study.
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| Title: | Development and Validation of Machine-Learning Algorithms to Predict the Onset of Depression Using Electronic Health Record Data: A Prognostic Modeling Study. |
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| Authors: | Chen FR; Georgia State University Andrew Young School of Policy Studies, Atlanta, GA USA., Huang JL; University of Florida, College of Pharmacy, Gainesville, FL USA., Wilson DL; University of Florida, College of Pharmacy, Gainesville, FL USA., Lo-Ciganic WJ; University of Pittsburgh School of Medicine, Pittsburgh, PA USA.; North Florida/South Georgia Veterans Health System, Geriatric Research Education and Clinical Center, Gainesville, FL USA. |
| Source: | Studies in health technology and informatics [Stud Health Technol Inform] 2025 Aug 07; Vol. 329, pp. 997-1001. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 1879-8365 |
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| DOI: | 10.3233/SHTI250989 |
