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Subphenotyping depression using machine learning and electronic health records.
Xu Z, Wang F, Adekkanattu P, Bose B, Vekaria V, Brandt P, Jiang G, Kiefer RC, Luo Y, Pacheco JA, Rasmussen LV, Xu J, Alexopoulos G, Pathak J. Xu Z, et al. Among authors: jiang g. Learn Health Syst. 2020 Aug 3;4(4):e10241. doi: 10.1002/lrh2.10241. eCollection 2020 Oct. Learn Health Syst. 2020. PMID: 33083540 Free PMC article.
Review and evaluation of electronic health records-driven phenotype algorithm authoring tools for clinical and translational research.
Xu J, Rasmussen LV, Shaw PL, Jiang G, Kiefer RC, Mo H, Pacheco JA, Speltz P, Zhu Q, Denny JC, Pathak J, Thompson WK, Montague E. Xu J, et al. Among authors: jiang g. J Am Med Inform Assoc. 2015 Nov;22(6):1251-60. doi: 10.1093/jamia/ocv070. Epub 2015 Jul 29. J Am Med Inform Assoc. 2015. PMID: 26224336 Free PMC article. Review.
A Modular Architecture for Electronic Health Record-Driven Phenotyping.
Rasmussen LV, Kiefer RC, Mo H, Speltz P, Thompson WK, Jiang G, Pacheco JA, Xu J, Zhu Q, Denny JC, Montague E, Pathak J. Rasmussen LV, et al. Among authors: jiang g. AMIA Jt Summits Transl Sci Proc. 2015 Mar 25;2015:147-51. eCollection 2015. AMIA Jt Summits Transl Sci Proc. 2015. PMID: 26306258 Free PMC article.
Desiderata for computable representations of electronic health records-driven phenotype algorithms.
Mo H, Thompson WK, Rasmussen LV, Pacheco JA, Jiang G, Kiefer R, Zhu Q, Xu J, Montague E, Carrell DS, Lingren T, Mentch FD, Ni Y, Wehbe FH, Peissig PL, Tromp G, Larson EB, Chute CG, Pathak J, Denny JC, Speltz P, Kho AN, Jarvik GP, Bejan CA, Williams MS, Borthwick K, Kitchner TE, Roden DM, Harris PA. Mo H, et al. Among authors: jiang g. J Am Med Inform Assoc. 2015 Nov;22(6):1220-30. doi: 10.1093/jamia/ocv112. Epub 2015 Sep 5. J Am Med Inform Assoc. 2015. PMID: 26342218 Free PMC article.
7,517 results