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Predicting Suicidal Behavior From Longitudinal Electronic Health Records.
Barak-Corren Y, Castro VM, Javitt S, Hoffnagle AG, Dai Y, Perlis RH, Nock MK, Smoller JW, Reis BY. Barak-Corren Y, et al. Am J Psychiatry. 2017 Feb 1;174(2):154-162. doi: 10.1176/appi.ajp.2016.16010077. Epub 2016 Sep 9. Am J Psychiatry. 2017. PMID: 27609239
Validation of an Electronic Health Record-Based Suicide Risk Prediction Modeling Approach Across Multiple Health Care Systems.
Barak-Corren Y, Castro VM, Nock MK, Mandl KD, Madsen EM, Seiger A, Adams WG, Applegate RJ, Bernstam EV, Klann JG, McCarthy EP, Murphy SN, Natter M, Ostasiewski B, Patibandla N, Rosenthal GE, Silva GS, Wei K, Weber GM, Weiler SR, Reis BY, Smoller JW. Barak-Corren Y, et al. JAMA Netw Open. 2020 Mar 2;3(3):e201262. doi: 10.1001/jamanetworkopen.2020.1262. JAMA Netw Open. 2020. PMID: 32211868 Free article.
Temporally informed random forests for suicide risk prediction.
Bayramli I, Castro V, Barak-Corren Y, Madsen EM, Nock MK, Smoller JW, Reis BY. Bayramli I, et al. J Am Med Inform Assoc. 2021 Dec 28;29(1):62-71. doi: 10.1093/jamia/ocab225. J Am Med Inform Assoc. 2021. PMID: 34725687 Free PMC article.
31 results