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Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning.
Hu Y, Lui A, Goldstein M, Sudarshan M, Tinsay A, Tsui C, Maidman SD, Medamana J, Jethani N, Puli A, Nguy V, Aphinyanaphongs Y, Kiefer N, Smilowitz NR, Horowitz J, Ahuja T, Fishman GI, Hochman J, Katz S, Bernard S, Ranganath R. Hu Y, et al. Among authors: puli a. Eur Heart J Acute Cardiovasc Care. 2024 Jun 30;13(6):472-480. doi: 10.1093/ehjacc/zuae037. Eur Heart J Acute Cardiovasc Care. 2024. PMID: 38518758
Inverse-Weighted Survival Games.
Han X, Goldstein M, Puli A, Wies T, Perotte AJ, Ranganath R. Han X, et al. Among authors: puli a. Adv Neural Inf Process Syst. 2021 Dec;34:2160-2172. Adv Neural Inf Process Syst. 2021. PMID: 35859987 Free PMC article.
Learning Invariant Representations with Missing Data.
Goldstein M, Puli A, Ranganath R, Jacobsen JH, Chau O, Saporta A, Miller AC. Goldstein M, et al. Among authors: puli a. Proc Mach Learn Res. 2022 Apr;177:290-301. Proc Mach Learn Res. 2022. PMID: 37646010 Free PMC article.
16 results