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X-CAL: Explicit Calibration for Survival Analysis.
Goldstein M, Han X, Puli A, Perotte AJ, Ranganath R. Goldstein M, et al. Among authors: puli a. Adv Neural Inf Process Syst. 2020 Dec;33:18296-18307. Adv Neural Inf Process Syst. 2020. PMID: 34017160 Free PMC article.
Causal Estimation with Functional Confounders.
Puli A, Perotte AJ, Ranganath R. Puli A, et al. Adv Neural Inf Process Syst. 2020 Dec;33:5115-5125. Adv Neural Inf Process Syst. 2020. PMID: 33953524 Free PMC article.
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.
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 Mar 22:zuae037. doi: 10.1093/ehjacc/zuae037. Online ahead of print. Eur Heart J Acute Cardiovasc Care. 2024. PMID: 38518758
14 results