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.
Sci Rep. 2022 Apr 22. 12(1):6627. PMID: 35459767
Faculty Affiliate in the Department of Epidemiology
Epidemiology
Harvard T.H. Chan School of Public Health
My research interests mainly focus on statistical and computational methods for integrating evidence from different data sources, identifying signals from high dimensional data, and accounting for suboptimality of real-world data, such as missing data and measurement errors.
MS, 2015
Duke University, Durham, NC
PhD, 2020
University of Pennsylvania, Philadelphia, PA
Luo C, Duan R, Naj AC, Kranzler HR, Bian J, Chen Y.
Sci Rep. 2022 Apr 22. 12(1):6627. PMID: 35459767
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.
Nat Commun. 2022 Mar 30. 13(1):1678. PMID: 35354802
Edmondson MJ, Luo C, Duan R, Maltenfort M, Chen Z, Locke K, Shults J, Bian J, Ryan PB, Forrest CB, Chen Y.
Sci Rep. 2021 10 04. 11(1):19647. PMID: 34608222
Duan R, Chen Z, Tong J, Luo C, Lyu T, Tao C, Maraganore D, Bian J, Chen Y.
AMIA Annu Symp Proc. 2020. 2020:393-401. PMID: 33936412
Tong J, Chen Z, Duan R, Lo-Ciganic WH, Lyu T, Tao C, Merkel PA, Kranzler HR, Bian J, Chen Y.
AMIA Annu Symp Proc. 2020. 2020:1220-1229. PMID: 33936498
Falcone M, Luo C, Chen Y, Birtwell D, Cheatle M, Duan R, Gabriel PE, He L, Ko EM, Lenz HJ, Mirkovic N, Mowery DL, Ochroch EA, Paulson EC, Schriver E, Schnoll RA, Bekelman JE, Lerman C.
Cancer Epidemiol Biomarkers Prev. 2020 11. 29(11):2126-2133. PMID: 32859580
Hubbard RA, Tong J, Duan R, Chen Y.
Epidemiology. 2020 07. 31(4):542-550. PMID: 32282406
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.
J Am Med Inform Assoc. 2020 07 01. 27(7):1028-1036. PMID: 32626900
Tong J, Duan R, Li R, Scheuemie MJ, Moore JH, Chen Y.
Pac Symp Biocomput. 2020. 25:695-706. PMID: 31797639
Huang J, Zhang X, Tong J, Du J, Duan R, Yang L, Moore JH, Tao C, Chen Y.
BMC Med Inform Decis Mak. 2019 08 08. 19(Suppl 4):147. PMID: 31391106