Zhongyuan Chen, PhD
Assistant Professor, Biostatistics
Locations
- Biostatistics
MEB M1401
Contact Information
Education
Biography
Dr. Zhongyuan Chen is an assistant professor in the Division of Biostatistics at the 91九色视频. Previously, she held a position of a Visiting Assistant Professor in the Department of Statistics at Purdue University.
Dr. Chen’s main research interest is to integrate statistical methodology into other 铿乪lds such as biosciences, cancer genomics and genetics, bioinformatics, and numerical computations. In particular, her work includes innovative strategies to apply statistical analysis, statistical methods, and machine learning strategies to high-dimensional data, practical medical and biological applications, and large-scale scienti铿乧 computing tasks.
Some highlights of Dr. Chen’s work include the following:
1) statistical machine learning and dimension reduction for treatment recommendation (personalized medicine); causal inference: treatment effect estimation;
2) statistical methods and large-scale data analysis for cancer genomic and genetic data;
3) bioinformatics and computational biology for big data of cancer; and
4) statistical analysis for randomized algorithms;
5) high-dimensional causal inference under hidden confounding; Bayesian methodology/applications.
Dr. Chen has close collaborations with researchers across multiple disciplines beyond statistics, including cancer biology, mathematics, and bioinformatics. In particular, Dr. Chen collaborates with research groups in multiple cancer centers and medical schools such as 91九色视频 Cancer Center, MD Anderson Cancer Center, Baylor College of Medicine, and IU School of Medicine.
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Publications
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(Dong J, Arsang-Jang S, Zhang T, Chen Z, Bolon YT, Spellman S, Urrutia R, Auer P, Saber W.) J Hematol Oncol. 2024 Nov 04;17(1):104 PMID: 39497145 PMCID: PMC11533675 SCOPUS ID: 2-s2.0-85208516411 11/05/2024
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(Chen Z., Sun J., and Xia J. .) Journal of Scientific Computing. 06/28/2024
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(Chen Z, Liang H, Wei P.) Genet Epidemiol. 2023 Dec;47(8):617-636 PMID: 37822029 10/12/2023
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(Chen Z, Xie J.) Statistics and Probability Letters. August 2023;199 SCOPUS ID: 2-s2.0-85156220115 08/01/2023
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(Chen Z, Wang Z, Song Q, Xie J.) Statistica Sinica. 2022;32:2497-2519 SCOPUS ID: 2-s2.0-85140409203 01/01/2022
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(Song X, Chen H, Zhang C, Yu Y, Chen Z, Liang H, Van Buren G 2nd, McElhany AL, Fisher WE, Lonard DM, O'Malley BW, Wang J.) Cancer Lett. 2019 Feb 01;442:310-319 PMID: 30423406 PMCID: PMC6311429 11/14/2018
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(Wang Y, Xu X, Maglic D, Dill MT, Mojumdar K, Ng PK, Jeong KJ, Tsang YH, Moreno D, Bhavana VH, Peng X, Ge Z, Chen H, Li J, Chen Z, Zhang H, Han L, Du D, Creighton CJ, Mills GB, Cancer Genome Atlas Research Network, Camargo F, Liang H.) Cell Rep. 2018 Oct 30;25(5):1304-1317.e5 PMID: 30380420 PMCID: PMC6326181 11/01/2018
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(Peng X, Chen Z, Farshidfar F, Xu X, Lorenzi PL, Wang Y, Cheng F, Tan L, Mojumdar K, Du D, Ge Z, Li J, Thomas GV, Birsoy K, Liu L, Zhang H, Zhao Z, Marchand C, Weinstein JN, Cancer Genome Atlas Research Network, Bathe OF, Liang H.) Cell Rep. 2018 Apr 03;23(1):255-269.e4 PMID: 29617665 PMCID: PMC5916795 04/05/2018
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(Ge Z, Leighton JS, Wang Y, Peng X, Chen Z, Chen H, Sun Y, Yao F, Li J, Zhang H, Liu J, Shriver CD, Hu H, Cancer Genome Atlas Research Network, Piwnica-Worms H, Ma L, Liang H.) Cell Rep. 2018 Apr 03;23(1):213-226.e3 PMID: 29617661 PMCID: PMC5916807 04/05/2018
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(Pakish JB, Zhang Q, Chen Z, Liang H, Chisholm GB, Yuan Y, Mok SC, Broaddus RR, Lu KH, Yates MS.) Clin Cancer Res. 2017 Aug 01;23(15):4473-4481 PMID: 28264871 PMCID: PMC5540763 03/08/2017
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(Li C, Wang S, Xing Z, Lin A, Liang K, Song J, Hu Q, Yao J, Chen Z, Park PK, Hawke DH, Zhou J, Zhou Y, Zhang S, Liang H, Hung MC, Gallick GE, Han L, Lin C, Yang L.) Nat Cell Biol. 2017 Feb;19(2):106-119 PMID: 28114269 PMCID: PMC5336186 01/24/2017
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(Chen Z, Kearney CM.) Acta Trop. 2015 Jun;146:81-8 PMID: 25792420 03/21/2015