Duan R - Search Results

1

COMMUTE: Communication-efficient transfer learning for multi-site risk prediction.

Gu T, Lee PH, Duan R. Gu T, et al. Among authors: duan r. J Biomed Inform. 2023 Jan;137:104243. doi: 10.1016/j.jbi.2022.104243. Epub 2022 Nov 18. J Biomed Inform. 2023. PMID: 36403757 Free PMC article.

2

SurvMaximin: Robust federated approach to transporting survival risk prediction models.

Wang X, Zhang HG, Xiong X, Hong C, Weber GM, Brat GA, Bonzel CL, Luo Y, Duan R, Palmer NP, Hutch MR, Gutiérrez-Sacristán A, Bellazzi R, Chiovato L, Cho K, Dagliati A, Estiri H, García-Barrio N, Griffier R, Hanauer DA, Ho YL, Holmes JH, Keller MS, Klann MEng JG, L'Yi S, Lozano-Zahonero S, Maidlow SE, Makoudjou A, Malovini A, Moal B, Moore JH, Morris M, Mowery DL, Murphy SN, Neuraz A, Yuan Ngiam K, Omenn GS, Patel LP, Pedrera-Jiménez M, Prunotto A, Jebathilagam Samayamuthu M, Sanz Vidorreta FJ, Schriver ER, Schubert P, Serrano-Balazote P, South AM, Tan ALM, Tan BWL, Tibollo V, Tippmann P, Visweswaran S, Xia Z, Yuan W, Zöller D, Kohane IS, Avillach P, Guo Z, Cai T; Consortium for Clinical Characterization of COVID-19 by EHR 4CE. Wang X, et al. Among authors: duan r. J Biomed Inform. 2022 Oct;134:104176. doi: 10.1016/j.jbi.2022.104176. Epub 2022 Aug 23. J Biomed Inform. 2022. PMID: 36007785 Free PMC article.

3

A privacy-preserving and computation-efficient federated algorithm for generalized linear mixed models to analyze correlated electronic health records data.

Yan Z, Zachrison KS, Schwamm LH, Estrada JJ, Duan R. Yan Z, et al. Among authors: duan r. PLoS One. 2023 Jan 17;18(1):e0280192. doi: 10.1371/journal.pone.0280192. eCollection 2023. PLoS One. 2023. PMID: 36649349 Free PMC article.

4

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. 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.

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: duan r. Sci Rep. 2021 Oct 4;11(1):19647. doi: 10.1038/s41598-021-99078-2. Sci Rep. 2021. PMID: 34608222 Free PMC article.

6

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: duan r. Nat Commun. 2022 Mar 30;13(1):1678. doi: 10.1038/s41467-022-29160-4. Nat Commun. 2022. PMID: 35354802 Free PMC article.

7

ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data.

Luo C, Duan R, Naj AC, Kranzler HR, Bian J, Chen Y. Luo C, et al. Among authors: duan r. Sci Rep. 2022 Apr 22;12(1):6627. doi: 10.1038/s41598-022-09069-0. Sci Rep. 2022. PMID: 35459767 Free PMC article.

8

Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites.

Liu X, Duan R, Luo C, Ogdie A, Moore JH, Kranzler HR, Bian J, Chen Y. Liu X, et al. Among authors: duan r. Sci Rep. 2022 Jun 30;12(1):11073. doi: 10.1038/s41598-022-14029-9. Sci Rep. 2022. PMID: 35773438 Free PMC article.

9

Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints.

Tong J, Luo C, Sun Y, Duan R, Saine ME, Lin L, Peng Y, Lu Y, Batra A, Pan A, Wang O, Li R, Marks-Anglin A, Yang Y, Zuo X, Liu Y, Bian J, Kimmel SE, Hamilton K, Cuker A, Hubbard RA, Xu H, Chen Y. Tong J, et al. Among authors: duan r. J Am Med Inform Assoc. 2024 Apr 3;31(4):809-819. doi: 10.1093/jamia/ocad248. J Am Med Inform Assoc. 2024. PMID: 38065694

10

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. 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.

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