Publications by authors named "Donglin Zeng"

100Publications

Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records.

J Am Stat Assoc 2020 23;115(529):380-392. Epub 2019 Apr 23.

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032.

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http://dx.doi.org/10.1080/01621459.2018.1549050DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7539620PMC
April 2019

Evaluating the Efficacy of Therapies in COVID-19 Patients.

Clin Infect Dis 2020 Aug 21. Epub 2020 Aug 21.

University of North Carolina, Chapel Hill, NC, USA.

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http://dx.doi.org/10.1093/cid/ciaa1231DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7454372PMC
August 2020

Synthesizing independent stagewise trials for optimal dynamic treatment regimes.

Stat Med 2020 Dec 17;39(28):4107-4119. Epub 2020 Aug 17.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.

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http://dx.doi.org/10.1002/sim.8712DOI Listing
December 2020

Survival-Convolution Models for Predicting COVID-19 Cases and Assessing Effects of Mitigation Strategies.

Front Public Health 2020 3;8:325. Epub 2020 Jul 3.

Department of Biostatistics, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

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http://dx.doi.org/10.3389/fpubh.2020.00325DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7347904PMC
July 2020

A general framework for integrative analysis of incomplete multiomics data.

Genet Epidemiol 2020 Jul 21. Epub 2020 Jul 21.

Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina.

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http://dx.doi.org/10.1002/gepi.22328DOI Listing
July 2020

Survival-Convolution Models for Predicting COVID-19 Cases and Assessing Effects of Mitigation Strategies.

medRxiv 2020 May 13. Epub 2020 May 13.

Department of Biostatistics, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

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http://dx.doi.org/10.1101/2020.04.16.20067306DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273280PMC
May 2020

On using electronic health records to improve optimal treatment rules in randomized trials.

Biometrics 2020 May 4. Epub 2020 May 4.

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, New York.

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http://dx.doi.org/10.1111/biom.13288DOI Listing
May 2020

Leisure-time physical activity volume, intensity, and duration from mid- to late-life in U.S. subpopulations by race and sex. The Atherosclerosis Risk In Communities (ARIC) Study.

Aging (Albany NY) 2020 03 13;12(5):4592-4602. Epub 2020 Mar 13.

Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599, USA.

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http://dx.doi.org/10.18632/aging.102916DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7093185PMC
March 2020

A super-combo-drug test to detect adverse drug events and drug interactions from electronic health records in the era of polypharmacy.

Stat Med 2020 05 26;39(10):1458-1472. Epub 2020 Feb 26.

Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, Ohio.

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http://dx.doi.org/10.1002/sim.8490DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7127937PMC
May 2020

Microvascular Ultrasonic Imaging of Angiogenesis Identifies Tumors in a Murine Spontaneous Breast Cancer Model.

Int J Biomed Imaging 2020 6;2020:7862089. Epub 2020 Feb 6.

Joint Department of Biomedical Engineering, UNC Chapel Hill and NC State Raleigh, 27599, USA.

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http://dx.doi.org/10.1155/2020/7862089DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026721PMC
February 2020

Reducing the Population Burden of Coronary Heart Disease by Modifying Adiposity: Estimates From the ARIC Study.

J Am Heart Assoc 2020 02 6;9(4):e012214. Epub 2020 Feb 6.

Department of Epidemiology Gillings School of Global Public Health University of North Carolina at Chapel Hill NC.

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http://dx.doi.org/10.1161/JAHA.119.012214DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070207PMC
February 2020

Association of HSD17B13 rs72613567:TA with non-alcoholic fatty liver disease in Hispanics/Latinos.

Liver Int 2020 04 3;40(4):889-893. Epub 2020 Feb 3.

Department of Medicine, Loyola University Medical Center, Maywood, IL, USA.

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http://dx.doi.org/10.1111/liv.14387DOI Listing
April 2020

Proper Inference for Value Function in High-Dimensional Q-Learning for Dynamic Treatment Regimes.

J Am Stat Assoc 2019 29;114(527):1404-1417. Epub 2018 Oct 29.

Department of Statistics, North Carolina State University, Raleigh, NC 27695, USA

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http://dx.doi.org/10.1080/01621459.2018.1506341DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6953729PMC
October 2018

Robust Score Tests With Missing Data in Genomics Studies.

J Am Stat Assoc 2019 26;114(528):1778-1786. Epub 2019 Feb 26.

Department of Biostatistics, University of North Carolina, Chapel Hill, NC 27599, USA.

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http://dx.doi.org/10.1080/01621459.2018.1514304DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6951249PMC
February 2019

Identifying disease-associated biomarker network features through conditional graphical model.

Biometrics 2020 Sep 27;76(3):995-1006. Epub 2019 Dec 27.

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York.

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http://dx.doi.org/10.1111/biom.13201DOI Listing
September 2020

The AURORA Study: a longitudinal, multimodal library of brain biology and function after traumatic stress exposure.

Mol Psychiatry 2020 02 19;25(2):283-296. Epub 2019 Nov 19.

Department of Health Care Policy, Harvard Medical School, Boston, MA, USA.

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http://dx.doi.org/10.1038/s41380-019-0581-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981025PMC
February 2020

Design and analysis of bridging studies with prior probabilities on the null and alternative hypotheses.

Biometrics 2020 03 21;76(1):224-234. Epub 2019 Nov 21.

Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina.

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http://dx.doi.org/10.1111/biom.13175DOI Listing
March 2020

EARLY DIAGNOSIS OF NEUROLOGICAL DISEASE USING PEAK DEGENERATION AGES OF MULTIPLE BIOMARKERS.

Ann Appl Stat 2019 17;13(2):1295-1318. Epub 2019 Jun 17.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599,

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http://dx.doi.org/10.1214/18-AOAS1236DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6822567PMC
June 2019

Semiparametric Regression Analysis of Multiple Right- and Interval-Censored Events.

J Am Stat Assoc 2019 17;114(527):1232-1240. Epub 2018 Aug 17.

Department of Biostatistics, University of North Carolina, Chapel Hill, NC.

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http://dx.doi.org/10.1080/01621459.2018.1482756DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6777710PMC
August 2018

SEMIPARAMETRIC TRANSFORMATION MODELS WITH MULTILEVEL RANDOM EFFECTS FOR CORRELATED DISEASE ONSET IN FAMILIES.

Stat Sin 2019 ;29(4):1851-1871

Department of Biostatistics, University of North Carolina at Chapel Hill, North Carolina, USA.

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http://dx.doi.org/10.5705/ss.202017.0326DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6774630PMC
January 2019

Entropy Learning for Dynamic Treatment Regimes.

Stat Sin 2019 ;29(4):1633-1655

Department of Statistics, North Carolina State University, North Carolina 27695, USA.,

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http://dx.doi.org/10.5705/ss.202018.0076DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6750237PMC
January 2019

Intralesional Triamcinolone May Not Be Beneficial for Treating Acute Hidradenitis Suppurativa Lesions: A Double-Blind, Randomized, Placebo-Controlled Trial.

Dermatol Surg 2020 05;46(5):685-689

Department of Dermatology, University of North Carolina School of Medicine, Chapel Hill, NC.

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http://dx.doi.org/10.1097/DSS.0000000000002112DOI Listing
May 2020

Robustifying Trial-Derived Optimal Treatment Rules for A Target Population.

Electron J Stat 2019 30;13(1):1717-1743. Epub 2019 Apr 30.

Member, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109.

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http://dx.doi.org/10.1214/19-EJS1540DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6705616PMC
April 2019

Controlling false discovery proportion in identification of drug-related adverse events from multiple system organ classes.

Stat Med 2019 09 17;38(22):4378-4389. Epub 2019 Jul 17.

Department of Biostatistics, UNC at Chapel Hill, Chapel Hill, North Carolina.

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http://dx.doi.org/10.1002/sim.8304DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6731544PMC
September 2019

Leveraging nonlinear dynamic models to predict progression of neuroimaging biomarkers.

Biometrics 2019 12 20;75(4):1240-1252. Epub 2019 Sep 20.

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, New York.

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http://dx.doi.org/10.1111/biom.13109DOI Listing
December 2019

Semiparametric frailty models for zero-inflated event count data in the presence of informative dropout.

Biometrics 2019 12 2;75(4):1168-1178. Epub 2019 Sep 2.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC.

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http://dx.doi.org/10.1111/biom.13085DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7573886PMC
December 2019

Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options.

Proc Int Conf Data Sci Adv Anal 2018 Oct 4;2018:565-574. Epub 2019 Feb 4.

Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA,

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http://dx.doi.org/10.1109/DSAA.2018.00072DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6437674PMC
October 2018

I-Boost: an integrative boosting approach for predicting survival time with multiple genomics platforms.

Genome Biol 2019 03 7;20(1):52. Epub 2019 Mar 7.

Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, 27599, NC, USA.

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http://dx.doi.org/10.1186/s13059-019-1640-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6404283PMC
March 2019

Counting process-based dimension reduction methods for censored outcomes.

Biometrika 2019 Mar 7;106(1):181-196. Epub 2019 Jan 7.

Department of Biostatistics, University of North Carolina at Chapel Hill, 3101 McGavran-Greenberg Hall, Chapel Hill, North Carolina, USA.

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http://dx.doi.org/10.1093/biomet/asy064DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6373420PMC
March 2019

Efficient methods for signal detection from correlated adverse events in clinical trials.

Biometrics 2019 09 29;75(3):1000-1008. Epub 2019 Mar 29.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.

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http://dx.doi.org/10.1111/biom.13031DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6661211PMC
September 2019

Initial Clinical Experience with Stationary Digital Breast Tomosynthesis.

Acad Radiol 2019 10 17;26(10):1363-1372. Epub 2019 Jan 17.

Department of Physics and Astronomy, University of North Carolina at Chapel Hill,Chapel Hill, North Carolina.

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http://dx.doi.org/10.1016/j.acra.2018.12.026DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6635094PMC
October 2019

Semiparametric Additive Model for Estimating Risk Difference in Multicenter Studies.

Biostat Epidemiol 2018 19;2(1):84-98. Epub 2018 Apr 19.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599.

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http://dx.doi.org/10.1080/24709360.2018.1445430DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6322696PMC
April 2018

Associations of Mitochondrial and Nuclear Mitochondrial Variants and Genes with Seven Metabolic Traits.

Authors:
Aldi T Kraja Chunyu Liu Jessica L Fetterman Mariaelisa Graff Christian Theil Have Charles Gu Lisa R Yanek Mary F Feitosa Dan E Arking Daniel I Chasman Kristin Young Symen Ligthart W David Hill Stefan Weiss Jian'an Luan Franco Giulianini Ruifang Li-Gao Fernando P Hartwig Shiow J Lin Lihua Wang Tom G Richardson Jie Yao Eliana P Fernandez Mohsen Ghanbari Mary K Wojczynski Wen-Jane Lee Maria Argos Sebastian M Armasu Ruteja A Barve Kathleen A Ryan Ping An Thomas J Baranski Suzette J Bielinski Donald W Bowden Ulrich Broeckel Kaare Christensen Audrey Y Chu Janie Corley Simon R Cox Andre G Uitterlinden Fernando Rivadeneira Cheryl D Cropp E Warwick Daw Diana van Heemst Lisa de Las Fuentes He Gao Ioanna Tzoulaki Tarunveer S Ahluwalia Renée de Mutsert Leslie S Emery A Mesut Erzurumluoglu James A Perry Mao Fu Nita G Forouhi Zhenglong Gu Yang Hai Sarah E Harris Gibran Hemani Steven C Hunt Marguerite R Irvin Anna E Jonsson Anne E Justice Nicola D Kerrison Nicholas B Larson Keng-Hung Lin Latisha D Love-Gregory Rasika A Mathias Joseph H Lee Matthias Nauck Raymond Noordam Ken K Ong James Pankow Amit Patki Alison Pattie Astrid Petersmann Qibin Qi Rasmus Ribel-Madsen Rebecca Rohde Kevin Sandow Theresia M Schnurr Tamar Sofer John M Starr Adele M Taylor Alexander Teumer Nicholas J Timpson Hugoline G de Haan Yujie Wang Peter E Weeke Christine Williams Hongsheng Wu Wei Yang Donglin Zeng Daniel R Witte Bruce S Weir Nicholas J Wareham Henrik Vestergaard Stephen T Turner Christian Torp-Pedersen Evie Stergiakouli Wayne Huey-Herng Sheu Frits R Rosendaal M Arfan Ikram Oscar H Franco Paul M Ridker Thomas T Perls Oluf Pedersen Ellen A Nohr Anne B Newman Allan Linneberg Claudia Langenberg Tuomas O Kilpeläinen Sharon L R Kardia Marit E Jørgensen Torben Jørgensen Thorkild I A Sørensen Georg Homuth Torben Hansen Mark O Goodarzi Ian J Deary Cramer Christensen Yii-Der Ida Chen Aravinda Chakravarti Ivan Brandslund Klaus Bonnelykke Kent D Taylor James G Wilson Santiago Rodriguez Gail Davies Bernardo L Horta Bharat Thyagarajan D C Rao Niels Grarup Victor G Davila-Roman Gavin Hudson Xiuqing Guo Donna K Arnett Caroline Hayward Dhananjay Vaidya Dennis O Mook-Kanamori Hemant K Tiwari Daniel Levy Ruth J F Loos Abbas Dehghan Paul Elliott Afshan N Malik Robert A Scott Diane M Becker Mariza de Andrade Michael A Province James B Meigs Jerome I Rotter Kari E North

Am J Hum Genet 2019 01 27;104(1):112-138. Epub 2018 Dec 27.

Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27516, USA. Electronic address:

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http://dx.doi.org/10.1016/j.ajhg.2018.12.001DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6323610PMC
January 2019

Three-Component Mixture Model-Based Adverse Drug Event Signal Detection for the Adverse Event Reporting System.

CPT Pharmacometrics Syst Pharmacol 2018 08 9;7(8):499-506. Epub 2018 Aug 9.

Department of Biomedical Informatics, College of Medicine, the Ohio State University, Columbus, Ohio, USA.

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http://dx.doi.org/10.1002/psp4.12294DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6118321PMC
August 2018

Constructing disease onset signatures using multi-dimensional network-structured biomarkers.

Biostatistics 2020 01;21(1):122-138

Department of Biostatistics, Mailman School of Public Health, Columbia University, 722 W 168th Street, New York, NY, USA.

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http://dx.doi.org/10.1093/biostatistics/kxy037DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920525PMC
January 2020

Efficient Estimation for Semiparametric Structural Equation Models With Censored Data.

J Am Stat Assoc 2018 6;113(522):893-905. Epub 2018 Jun 6.

Department of Biostatistics, University of North Carolina, Chapel Hill, NC 27599.

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https://www.tandfonline.com/doi/full/10.1080/01621459.2017.1
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http://dx.doi.org/10.1080/01621459.2017.1299626DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6075718PMC
June 2018

Analysis of multiple survival events in generalized case-cohort designs.

Biometrics 2018 12 10;74(4):1250-1260. Epub 2018 Jul 10.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, U.S.A.

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http://dx.doi.org/10.1111/biom.12923DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6328348PMC
December 2018

Sleep disordered breathing and fibroblast growth factor 23 in the Hispanic Community Health Study/Study of Latinos.

Bone 2018 09 3;114:278-284. Epub 2018 Jul 3.

Division of Nephrology and Hypertension, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.

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http://dx.doi.org/10.1016/j.bone.2018.06.024DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6785996PMC
September 2018

Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens.

Stat Med 2018 11 5;37(26):3776-3788. Epub 2018 Jun 5.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

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http://dx.doi.org/10.1002/sim.7844DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6191367PMC
November 2018

Semiparametric regression analysis of interval-censored data with informative dropout.

Biometrics 2018 12 5;74(4):1213-1222. Epub 2018 Jun 5.

Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, U.S.A.

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http://dx.doi.org/10.1111/biom.12911DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6309250PMC
December 2018

Primary prevention of chronic kidney disease through population-based strategies for blood pressure control: The ARIC study.

J Clin Hypertens (Greenwich) 2018 06 23;20(6):1018-1026. Epub 2018 May 23.

Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA.

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http://dx.doi.org/10.1111/jch.13311DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6528649PMC
June 2018

Efficient Semiparametric Inference Under Two-Phase Sampling, With Applications to Genetic Association Studies.

J Am Stat Assoc 2017 28;112(520):1468-1476. Epub 2017 Feb 28.

Department of Biostatistics, University of North Carolina, Chapel Hill, NC 27599.

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http://dx.doi.org/10.1080/01621459.2017.1295864DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5823539PMC
February 2017

Biomarker threshold adaptive designs for survival endpoints.

J Biopharm Stat 2018 13;28(6):1038-1054. Epub 2018 Feb 13.

c Department of Biostatistics , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina , USA.

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https://www.tandfonline.com/doi/full/10.1080/10543406.2018.1
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http://dx.doi.org/10.1080/10543406.2018.1434191DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6342463PMC
October 2019

Maximum likelihood estimation for semiparametric regression models with multivariate interval-censored data.

Biometrika 2017 Sep 12;104(3):505-525. Epub 2017 Jul 12.

Department of Biostatistics, CB#7420, University of North Carolina, Chapel Hill, North Carolina 27599, U.S.A.

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http://dx.doi.org/10.1093/biomet/asx029DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5787874PMC
September 2017

Estimating causal log-odds ratio using the case-control sample and its application in the pharmaco-epidemiology study.

Stat Methods Med Res 2019 07 22;28(7):2165-2178. Epub 2018 Jan 22.

2 Center for Computational Biology and Bioinformatics, Department of Medical and Molecular Genetics, School of Medicine, Indiana University, Indianapolis, IN, USA.

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http://dx.doi.org/10.1177/0962280217750175DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6416084PMC
July 2019

Translational Biomedical Informatics and Pharmacometrics Approaches in the Drug Interactions Research.

CPT Pharmacometrics Syst Pharmacol 2018 02 9;7(2):90-102. Epub 2018 Jan 9.

Department of Biomedical Informatics, College of Medicine, the Ohio State University, Columbus, Ohio, USA.

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http://dx.doi.org/10.1002/psp4.12267DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5824109PMC
February 2018

Improving the power to establish clinical similarity in a Phase 3 efficacy trial by incorporating prior evidence of analytical and pharmacokinetic similarity.

J Biopharm Stat 2018 27;28(2):320-332. Epub 2017 Nov 27.

a Department of Biostatistics , University of North Carolina , Chapel Hill , NC , USA.

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http://dx.doi.org/10.1080/10543406.2017.1397012DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5909990PMC
July 2019

Mixture drug-count response model for the high-dimensional drug combinatory effect on myopathy.

Stat Med 2018 02 23;37(4):673-686. Epub 2017 Nov 23.

Center for Computational Biology and Bioinformatics, School of Medicine, Indiana University, 410 W. 10th St., Suite 5000, Indianapolis, IN, 46202, USA.

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http://dx.doi.org/10.1002/sim.7545DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5771837PMC
February 2018

Occupational Exposures and Metabolic Syndrome Among Hispanics/Latinos: Cross-Sectional Results From the Hispanic Community Health Study/Study of Latinos (HCHS/SOL).

J Occup Environ Med 2017 11;59(11):1047-1055

Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, Illinois (Ms Bulka, Drs Persky, Argos); Institute for Minority Health Research, Section of General Internal Medicine, Department of Medicine, University of Illinois at Chicago, Chicago, Illinois (Ms Bulka, Drs Daviglus, Durazo-Arvizu); National Heart, Lung, and Blood Institute at the National Institutes of Health, Bethesda, Maryland (Dr Avilés-Santa); Department of Psychology, San Diego State University, San Diego, California (Dr Gallo); Department of Epidemiology and Population Health, Albert Einstein College of Medicine, New York City, New York (Dr Hosgood III); Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida (Dr Singer); Division of Health Promotion and Behavioral Science, San Diego State University, San Diego, California (Dr Talavera); Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota (Dr Thyagarajan); and Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (Dr Zeng).

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http://dx.doi.org/10.1097/JOM.0000000000001115DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5841242PMC
November 2017

Efficient ℓ -norm feature selection based on augmented and penalized minimization.

Stat Med 2018 02 30;37(3):473-486. Epub 2017 Oct 30.

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.

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http://doi.wiley.com/10.1002/sim.7526
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http://dx.doi.org/10.1002/sim.7526DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5768461PMC
February 2018

Estimation and evaluation of linear individualized treatment rules to guarantee performance.

Biometrics 2018 06 28;74(2):517-528. Epub 2017 Sep 28.

Department of Biostatistics, Columbia University, New York, NY, U.S.A.

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http://dx.doi.org/10.1111/biom.12773DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5874184PMC
June 2018

Semiparametric Single-Index Model for Estimating Optimal Individualized Treatment Strategy.

Electron J Stat 2017 ;11(1):364-384

Department of Biostatistics and Bioinformatics, Duke University.

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http://dx.doi.org/10.1214/17-EJS1226DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5612500PMC
January 2017

Joint modeling of survival time and longitudinal outcomes with flexible random effects.

Lifetime Data Anal 2018 01 30;24(1):126-152. Epub 2017 Aug 30.

Department of Biostatistics, University of North Carolina at Chapel Hill, McGavran-Greenberg Hl, 135 Dauer Drive, CB 7420, Chapel Hill, NC, 27599, USA.

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http://dx.doi.org/10.1007/s10985-017-9405-4DOI Listing
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January 2018

Control-based imputation for sensitivity analyses in informative censoring for recurrent event data.

Pharm Stat 2017 11 22;16(6):424-432. Epub 2017 Aug 22.

Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA.

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http://dx.doi.org/10.1002/pst.1821DOI Listing
November 2017

Principal Components Adjusted Variable Screening.

Comput Stat Data Anal 2017 Jun 19;110:134-144. Epub 2017 Jan 19.

Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC, USA.

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http://dx.doi.org/10.1016/j.csda.2016.12.015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461980PMC
June 2017

Ultra-widefield fundus autofluorescence in age-related macular degeneration.

PLoS One 2017 1;12(6):e0177207. Epub 2017 Jun 1.

Department of Ophthalmology, Storm Eye Institute, Medical University of South Carolina, Charleston, South Carolina, United States of America.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5453416PMC
September 2017

Modeling event count data in the presence of informative dropout with application to bleeding and transfusion events in myelodysplastic syndrome.

Stat Med 2017 Sep 30;36(22):3475-3494. Epub 2017 May 30.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, U.S.A.

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http://dx.doi.org/10.1002/sim.7351DOI Listing
September 2017

Variable selection for case-cohort studies with failure time outcome.

Biometrika 2016 09 10;103(3):547-562. Epub 2016 Aug 10.

3101 McGavran-Greenberg Hall, CB 7420, Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, U.S.A.

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http://dx.doi.org/10.1093/biomet/asw027DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5436496PMC
September 2016

Learning Optimal Individualized Treatment Rules from Electronic Health Record Data.

IEEE Int Conf Healthc Inform 2016 Oct 8;2016:65-71. Epub 2016 Dec 8.

Department of Biostatistics, University at North Carolina at Chapel Hill.

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http://dx.doi.org/10.1109/ICHI.2016.13DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5423731PMC
October 2016

Pattern mixture models for clinical validation of biomarkers in the presence of missing data.

Stat Med 2017 Aug 2;36(19):2994-3004. Epub 2017 May 2.

Department of Biostatistics, University of North Carolina at Chapel Hill, CB7420, Chapel Hill, U.S.A.

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http://dx.doi.org/10.1002/sim.7328DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5999041PMC
August 2017

Semiparametric estimation of the accelerated failure time model with partly interval-censored data.

Biometrics 2017 12 25;73(4):1161-1168. Epub 2017 Apr 25.

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, U.S.A.

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http://dx.doi.org/10.1111/biom.12700DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5785785PMC
December 2017

Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects.

J Biopharm Stat 2017 15;27(6):933-944. Epub 2017 Mar 15.

d Department of Biostatistics , Vanderbilt University , Nashville , Tennessee , USA.

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http://dx.doi.org/10.1080/10543406.2017.1293075DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5787861PMC
July 2018

On inference of control-based imputation for analysis of repeated binary outcomes with missing data.

J Biopharm Stat 2017 7;27(3):358-372. Epub 2017 Feb 7.

a Department of Biostatistics , University of North Carolina , Chapel Hill , North Carolina , USA.

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http://dx.doi.org/10.1080/10543406.2017.1289957DOI Listing
January 2018

Proportional hazards model with a change point for clustered event data.

Biometrics 2017 09 3;73(3):835-845. Epub 2017 Mar 3.

Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, U.S.A.

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http://dx.doi.org/10.1111/biom.12655DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5582026PMC
September 2017

Semiparametric regression analysis of interval-censored competing risks data.

Biometrics 2017 09 17;73(3):857-865. Epub 2017 Feb 17.

Department of Biostatistics, CB 7420, University of North Carolina, Chapel Hill, North Carolina 27599-7420, U.S.A.

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http://dx.doi.org/10.1111/biom.12664DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5561531PMC
September 2017

The Combination of Three Components Derived from Sheng MaiSan Protects Myocardial Ischemic Diseases and Inhibits Oxidative Stress via Modulating MAPKs and JAK2-STAT3 Signaling Pathways Based on Bioinformatics Approach.

Front Pharmacol 2017 31;8:21. Epub 2017 Jan 31.

Jiangsu Key Laboratory of TCM Evaluation and Translational Research, Department of Complex Prescription of Traditional Chinese Medicine, China Pharmaceutical University Nanjing, China.

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http://dx.doi.org/10.3389/fphar.2017.00021DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5282471PMC
January 2017

Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression.

Biometrics 2017 12 9;73(4):1343-1354. Epub 2017 Feb 9.

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York 10032, U.S.A.

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http://dx.doi.org/10.1111/biom.12663DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5790569PMC
December 2017