Chen Y - Search Results

1

Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes.

Wu Q, Schuemie MJ, Suchard MA, Ryan P, Hripcsak GM, Rohde CA, Chen Y. Wu Q, et al. Among authors: chen y. J Biomed Inform. 2023 Sep;145:104476. doi: 10.1016/j.jbi.2023.104476. Epub 2023 Aug 19. J Biomed Inform. 2023. PMID: 37598737

2

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.

Duan R, Boland MR, Liu Z, Liu Y, Chang HH, Xu H, Chu H, Schmid CH, Forrest CB, Holmes JH, Schuemie MJ, Berlin JA, Moore JH, Chen Y. Duan R, et al. Among authors: chen y. J Am Med Inform Assoc. 2020 Mar 1;27(3):376-385. doi: 10.1093/jamia/ocz199. J Am Med Inform Assoc. 2020. PMID: 31816040 Free PMC article.

3

Learning from local to global: An efficient distributed algorithm for modeling time-to-event data.

Duan R, Luo C, Schuemie MJ, Tong J, Liang CJ, Chang HH, Boland MR, Bian J, Xu H, Holmes JH, Forrest CB, Morton SC, Berlin JA, Moore JH, Mahoney KB, Chen Y. Duan R, et al. Among authors: chen y. J Am Med Inform Assoc. 2020 Jul 1;27(7):1028-1036. doi: 10.1093/jamia/ocaa044. J Am Med Inform Assoc. 2020. PMID: 32626900 Free PMC article.

4

Studying pediatric health outcomes with electronic health records using Bayesian clustering and trajectory analysis.

Hubbard RA, Xu J, Siegel R, Chen Y, Eneli I. Hubbard RA, et al. Among authors: chen y. J Biomed Inform. 2021 Jan;113:103654. doi: 10.1016/j.jbi.2020.103654. Epub 2020 Dec 11. J Biomed Inform. 2021. PMID: 33309993 Free article.

5

An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes.

Edmondson MJ, Luo C, Duan R, Maltenfort M, Chen Z, Locke K Jr, Shults J, Bian J, Ryan PB, Forrest CB, Chen Y. Edmondson MJ, et al. Among authors: chen z, chen y. Sci Rep. 2021 Oct 4;11(1):19647. doi: 10.1038/s41598-021-99078-2. Sci Rep. 2021. PMID: 34608222 Free PMC article.

6

Combining cox regressions across a heterogeneous distributed research network facing small and zero counts.

Schuemie MJ, Chen Y, Madigan D, Suchard MA. Schuemie MJ, et al. Among authors: chen y. Stat Methods Med Res. 2022 Mar;31(3):438-450. doi: 10.1177/09622802211060518. Epub 2021 Nov 29. Stat Methods Med Res. 2022. PMID: 34841975

7

Analysis of Dual Combination Therapies Used in Treatment of Hypertension in a Multinational Cohort.

Lu Y, Van Zandt M, Liu Y, Li J, Wang X, Chen Y, Chen Z, Cho J, Dorajoo SR, Feng M, Hsu MH, Hsu JC, Iqbal U, Jonnagaddala J, Li YC, Liaw ST, Lim HS, Ngiam KY, Nguyen PA, Park RW, Pratt N, Reich C, Rhee SY, Sathappan SMK, Shin SJ, Tan HX, You SC, Zhang X, Krumholz HM, Suchard MA, Xu H. Lu Y, et al. Among authors: chen z, chen y. JAMA Netw Open. 2022 Mar 1;5(3):e223877. doi: 10.1001/jamanetworkopen.2022.3877. JAMA Netw Open. 2022. PMID: 35323951 Free PMC article.

8

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.

Luo C, Islam MN, Sheils NE, Buresh J, Reps J, Schuemie MJ, Ryan PB, Edmondson M, Duan R, Tong J, Marks-Anglin A, Bian J, Chen Z, Duarte-Salles T, Fernández-Bertolín S, Falconer T, Kim C, Park RW, Pfohl SR, Shah NH, Williams AE, Xu H, Zhou Y, Lautenbach E, Doshi JA, Werner RM, Asch DA, Chen Y. Luo C, et al. Among authors: chen z, chen y. Nat Commun. 2022 Mar 30;13(1):1678. doi: 10.1038/s41467-022-29160-4. Nat Commun. 2022. PMID: 35354802 Free PMC article.

9

dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling.

Luo C, Islam MN, Sheils NE, Buresh J, Schuemie MJ, Doshi JA, Werner RM, Asch DA, Chen Y. Luo C, et al. Among authors: chen y. J Am Med Inform Assoc. 2022 Jul 12;29(8):1366-1371. doi: 10.1093/jamia/ocac067. J Am Med Inform Assoc. 2022. PMID: 35579348 Free PMC article.

10

Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks.

Edmondson MJ, Luo C, Nazmul Islam M, Sheils NE, Buresh J, Chen Z, Bian J, Chen Y. Edmondson MJ, et al. Among authors: chen z, chen y. J Biomed Inform. 2022 Jul;131:104097. doi: 10.1016/j.jbi.2022.104097. Epub 2022 May 25. J Biomed Inform. 2022. PMID: 35643272 Free article.

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