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Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study.
Adekkanattu P, Furmanchuk A, Wu Y, Pathak A, Patra BG, Bost S, Morrow D, Wang GH, Yang Y, Forrest NJ, Luo Y, Walunas TL, Jenny WL, Gelad W, Bian J, Bao Y, Weiner M, Oslin D, Pathak J. Adekkanattu P, et al. Res Sq [Preprint]. 2024 Mar 11:rs.3.rs-4014472. doi: 10.21203/rs.3.rs-4014472/v1. Res Sq. 2024. Update in: NPJ Digit Med. 2024 Sep 28;7(1):260. doi: 10.1038/s41746-024-01266-7 PMID: 38559051 Free PMC article. Updated. Preprint.
Developing and validating a machine-learning algorithm to predict opioid overdose in Medicaid beneficiaries in two US states: a prognostic modelling study.
Lo-Ciganic WH, Donohue JM, Yang Q, Huang JL, Chang CY, Weiss JC, Guo J, Zhang HH, Cochran G, Gordon AJ, Malone DC, Kwoh CK, Wilson DL, Kuza CC, Gellad WF. Lo-Ciganic WH, et al. Lancet Digit Health. 2022 Jun;4(6):e455-e465. doi: 10.1016/S2589-7500(22)00062-0. Lancet Digit Health. 2022. PMID: 35623798 Free PMC article.