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Adversarial Time-to-Event Modeling.
Chapfuwa P, Tao C, Li C, Page C, Goldstein B, Carin L, Henao R. Chapfuwa P, et al. Among authors: goldstein b. Proc Mach Learn Res. 2018 Jul;80:735-744. Proc Mach Learn Res. 2018. PMID: 33834174 Free PMC article.
Variational Disentanglement for Rare Event Modeling.
Xiu Z, Tao C, Gao M, Davis C, Goldstein B, Henao R. Xiu Z, et al. Among authors: goldstein b. ArXiv [Preprint]. 2020 Sep 17:arXiv:2009.08541v5. ArXiv. 2020. PMID: 32995365 Free PMC article. Updated. Preprint.
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.
Economou-Zavlanos NJ, Bessias S, Cary MP Jr, Bedoya AD, Goldstein BA, Jelovsek JE, O'Brien CL, Walden N, Elmore M, Parrish AB, Elengold S, Lytle KS, Balu S, Lipkin ME, Shariff AI, Gao M, Leverenz D, Henao R, Ming DY, Gallagher DM, Pencina MJ, Poon EG. Economou-Zavlanos NJ, et al. Among authors: goldstein ba. J Am Med Inform Assoc. 2024 Feb 16;31(3):705-713. doi: 10.1093/jamia/ocad221. J Am Med Inform Assoc. 2024. PMID: 38031481
Shapley variable importance cloud for interpretable machine learning.
Ning Y, Ong MEH, Chakraborty B, Goldstein BA, Ting DSW, Vaughan R, Liu N. Ning Y, et al. Among authors: goldstein ba. Patterns (N Y). 2022 Feb 22;3(4):100452. doi: 10.1016/j.patter.2022.100452. eCollection 2022 Apr 8. Patterns (N Y). 2022. PMID: 35465224 Free PMC article.
Use of Structured Electronic Health Records Data Elements for the Development of Computable Phenotypes to Identify Potential Adverse Events Associated with Intravenous Immunoglobulin Infusion.
Hurst JH, Brucker A, Zhao C, Driscoll H, Hostetler HP, Phillips M, Rosenberg B, Samsky MD, Smith I, Reller ME, Strouse JJ, Zhou CK, Dores GM, Wong HL, Goldstein BA. Hurst JH, et al. Among authors: goldstein ba. Drug Saf. 2023 Mar;46(3):309-318. doi: 10.1007/s40264-023-01276-6. Epub 2023 Feb 24. Drug Saf. 2023. PMID: 36826707
2,524 results