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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: ranganath r. Adv Neural Inf Process Syst. 2020 Dec;33:18296-18307. Adv Neural Inf Process Syst. 2020. PMID: 34017160 Free PMC article.
Deep direct likelihood knockoffs.
Sudarshan M, Tansey W, Ranganath R. Sudarshan M, et al. Among authors: ranganath r. Adv Neural Inf Process Syst. 2020 Dec;33:5036-5046. Adv Neural Inf Process Syst. 2020. PMID: 33953523 Free PMC article.
Causal Estimation with Functional Confounders.
Puli A, Perotte AJ, Ranganath R. Puli A, et al. Among authors: ranganath r. Adv Neural Inf Process Syst. 2020 Dec;33:5115-5125. Adv Neural Inf Process Syst. 2020. PMID: 33953524 Free PMC article.
Individual treatment effect estimation in the presence of unobserved confounding using proxies: a cohort study in stage III non-small cell lung cancer.
van Amsterdam WAC, Verhoeff JJC, Harlianto NI, Bartholomeus GA, Puli AM, de Jong PA, Leiner T, van Lindert ASR, Eijkemans MJC, Ranganath R. van Amsterdam WAC, et al. Among authors: ranganath r. Sci Rep. 2022 Apr 7;12(1):5848. doi: 10.1038/s41598-022-09775-9. Sci Rep. 2022. PMID: 35393451 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: ranganath r. Adv Neural Inf Process Syst. 2021 Dec;34:2160-2172. Adv Neural Inf Process Syst. 2021. PMID: 35859987 Free PMC article.
78 results