Yijian (Eugene) Huang, PhD

Research Program

Cancer Prevention and Control
Phone Number

404-727-2951
Email Address

yhuang5@emory.edu

Biography

Yijian (Eugene) Huang, PhD, is a professor in the Department of Biostatistics and Bioinformatics at Rollins School of Public Health of Emory University.

Prior to joining Emory in 2004, he was a faculty member with the Fred Hutchinson Cancer Research Center and served as a statistician for a number of multi-center HIV prevention and AIDS therapeutic clinical trials.

Dr. Huang is member of the Cancer Prevention and Control Research Program at Winship Cancer Institute of Emory University.

Education

Dr. Huang earned his PhD from the University of Minnesota, Minneapolis, in 1997.

Titles & Roles

Professor, Department of Biostatistics and Bioinformatics

Rollins School of Public Health, Emory University

Research

Dr. Huang develops innovative statistical methods for the analysis of incomplete follow-up data and covariate measurement error, and applies them to HIV/AIDS, cancer, and renal disease studies. Recent methodological contributions include new approaches to quality-adjusted survival time, multi-state processes, lifetime medical cost, varying-coefficient models, errors-in-covariates models, and censored quantile regression.

He is principal investigator or co-investigator/biostatistician of several NIH- or NSF-funded projects on HIV/AIDS, kidney, and cardiovascular disease research as well as statistical methodology development.

Grants

View Grants

Grant Number	Title
5R01CA230268-05	Statistical Methods for Cancer Detection Using Biomarkers

Title/Journal	Authors	Publication Date
Association of patient-level characteristics with long-term outcomes after Fontan palliation: Rationale, design, and baseline characteristics of the Pediatric Cardiac Care Consortium Fontan cohort study. American heart journal	Y Yang, TC Chu, D Suthar, AG Beshish, M Oster, A Alonso, Y Huang, G Modanwal, L Kochilas, JH Knight	25/04/2024
Trends in mortality risk of patients with congenital heart disease during the COVID-19 pandemic. American heart journal	Y Yang, K Kuo, JS Claxton, JH Knight, Y Huang, ME Oster, LK Kochilas	01/02/2024
Predictors of body image dissatisfaction among women at different stages of pregnancy:A cross-sectional study. Midwifery	Y Wu, S Yu, J Dai, T Zang, X Fan, Y Huang, X Xu, Y Lin, H Chen, C Zhou, J Bai, B Feng, Y Liu	01/02/2024
Integrated Genomic Analysis of Primary Prostate Tumor Foci and Corresponding Lymph Node Metastases Identifies Mutations and Pathways Associated with Metastasis. Cancers	CS Moreno, CL Winham, M Alemozaffar, ER Klein, IO Lawal, OA Abiodun-Ojo, D Patil, BG Barwick, Y Huang, DM Schuster, MG Sanda, AO Osunkoya	30/11/2023
Covariate-specific evaluation of continuous biomarker. Statistics in medicine	Z Li, Y Huang, D Patil, M Rubin, MG Sanda	30/03/2023
Covariate adjustment in continuous biomarker assessment. Biometrics	Z Li, Y Huang, D Patil, MG Sanda	01/03/2023
Interval estimation for operating characteristic of continuous biomarkers with controlled sensitivity or specificity. Statistica Sinica	Y Huang, I Parakati, DH Patil, MG Sanda	01/01/2023
Impact of Prostate Health Index Results for Prediction of Biopsy Grade Reclassification During Active Surveillance. The Journal of urology	CP Filson, K Zhu, Y Huang, Y Zheng, LF Newcomb, S Williams, JD Brooks, PR Carroll, A Dash, WJ Ellis, ME Gleave, MA Liss, F Martin, JK McKenney, TM Morgan, AA Wagner, LJ Sokoll, MG Sanda, DW Chan, DW Lin	01/11/2022
LINEAR BIOMARKER COMBINATION FOR CONSTRAINED CLASSIFICATION. Annals of statistics	Y Huang, MG Sanda	01/10/2022
Long-Term Risk of Heart Failure-Related Death and Heart Transplant After Congenital Heart Surgery in Childhood (from the Pediatric Cardiac Care Consortium). The American journal of cardiology	LK Wright, R Zmora, Y Huang, ME Oster, C McCracken, WT Mahle, L Kochilas, A Kalogeropoulos	15/03/2022
A machine learning approach to brain epigenetic analysis reveals kinases associated with Alzheimer's disease. Nature communications	Y Huang, X Sun, H Jiang, S Yu, C Robins, MJ Armstrong, R Li, Z Mei, X Shi, ES Gerasimov, PL De Jager, DA Bennett, AP Wingo, P Jin, TS Wingo, ZS Qin	22/07/2021
A varying-coefficient model for gap times between recurrent events. Lifetime data analysis	JE Soh, Y Huang	01/07/2021
Gamma models for estimating the odds ratio for a skewed biomarker measured in pools and subject to errors. Biostatistics (Oxford, England)	DR Van Domelen, EM Mitchell, NJ Perkins, EF Schisterman, AK Manatunga, Y Huang, RH Lyles	10/04/2021
Structural basis of the dynamic human CEACAM1 monomer-dimer equilibrium. Communications biology	AK Gandhi, ZJ Sun, WM Kim, YH Huang, Y Kondo, DA Bonsor, EJ Sundberg, G Wagner, VK Kuchroo, GA Petsko, RS Blumberg	19/03/2021
[¹⁸F]Fluciclovine Positron Emission Tomography/Computerized Tomography for Preoperative Staging in Patients with Intermediate to High Risk Primary Prostate Cancer. The Journal of urology	M Alemozaffar, AA Akintayo, OA Abiodun-Ojo, D Patil, F Saeed, Y Huang, AO Osunkoya, MM Goodman, M Sanda, DM Schuster	01/10/2020
Comparison of Rates of Central Line-Associated Bloodstream Infections in Patients With 1 vs 2 Central Venous Catheters. JAMA network open	WC Dube, JT Jacob, Z Zheng, Y Huang, C Robichaux, JP Steinberg, SK Fridkin	02/03/2020
Dynamic regression with recurrent events. Biometrics	JE Soh, Y Huang	01/12/2019
Logistic regression with a continuous exposure measured in pools and subject to errors. Statistics in medicine	DR Van Domelen, EM Mitchell, NJ Perkins, EF Schisterman, AK Manatunga, Y Huang, RH Lyles	30/11/2018
Magnetic resonance imaging safety in nonconditional pacemaker and defibrillator recipients: A meta-analysis and systematic review. Heart rhythm	AD Shah, MA Morris, DS Hirsh, M Warnock, Y Huang, M Mollerus, FM Merchant, AM Patel, DB Delurgio, AU Patel, MH Hoskins, MF El Chami, AR Leon, JJ Langberg, MS Lloyd	01/07/2018
Influenza Infection in Humans Induces Broadly Cross-Reactive and Protective Neuraminidase-Reactive Antibodies. Cell	YQ Chen, TJ Wohlbold, NY Zheng, M Huang, Y Huang, KE Neu, J Lee, H Wan, KT Rojas, E Kirkpatrick, C Henry, AE Palm, CT Stamper, LY Lan, DJ Topham, J Treanor, J Wrammert, R Ahmed, MC Eichelberger, G Georgiou, F Krammer, PC Wilson	05/04/2018
Cox regression with dependent error in covariates. Biometrics	Y Huang, CY Wang	01/03/2018
A phase 2 trial of alisertib in patients with relapsed or refractory B-cellnon-Hodgkin lymphoma. Leukemia & lymphoma	JB Cohen, KJ Maddocks, Y Huang, BA Christian, SM Jaglowski, CR Flowers, KA Blum	01/09/2017
Restoration of Monotonicity Respecting in Dynamic Regression. Journal of the American Statistical Association	Y Huang	01/01/2017
A Minority of Patients Newly Diagnosed with AIDS Are Started on Antiretroviral Therapy at the Time of Diagnosis in a Large Public Hospital in the Southeastern United States. Journal of the International Association of Providers of AIDS Care	ND Goswami, J Colasanti, JJ Khoubian, Y Huang, WS Armstrong, C Del Rio	01/01/2017
Model selection and inference for censored lifetime medical expenditures. Biometrics	BA Johnson, Q Long, Y Huang, K Chansky, M Redman	01/09/2016
Lower C-reactive protein and better hemodialysis survival are associated with regular exercise activity: Longitudinal outcomes from the ACTIVE-ADIPOSE special study. Hemodialysis international. International Symposium on Home Hemodialysis	NG Kutner, R Zhang, Y Huang, GA Kaysen, J Park	01/07/2016
Time Course of Subsequent Shocks After Initial Implantable Cardioverter-Defibrillator Discharge and Implications for Driving Restrictions. JAMA cardiology	FM Merchant, MH Hoskins, ME Benser, G Roberts, AN Bastek, A Knezevic, Y Huang, JJ Langberg, AR Leon, MF El-Chami	01/05/2016
Generalizing Quantile Regression for Counting Processes with Applications to Recurrent Events. Journal of the American Statistical Association	X Sun, L Peng, Y Huang, HJ Lai	01/01/2016
Local false discovery rate estimation using feature reliability in LC/MS metabolomics data. Scientific reports	EY Chong, Y Huang, H Wu, N Ghasemzadeh, K Uppal, AA Quyyumi, DP Jones, T Yu	24/11/2015
Trend-constrained corrected score for proportional hazards model with covariate measurement error. Contemporary clinical trials communications	M Zhu, Y Huang	30/10/2015
Gait Speed and Mortality, Hospitalization, and Functional Status Change Among Hemodialysis Patients: A US Renal Data System Special Study. American journal of kidney diseases : the official journal of the National Kidney Foundation	NG Kutner, R Zhang, Y Huang, P Painter	01/08/2015
Underreporting of nursing home utilization on the CMS-2728 in older incident dialysis patients and implications for assessing mortality risk. BMC nephrology	CB Bowling, R Zhang, H Franch, Y Huang, A Mirk, WM McClellan, TM Johnson, NG Kutner	21/03/2015
Risk factors for frailty in a large prevalent cohort of hemodialysis patients. The American journal of the medical sciences	NG Kutner, R Zhang, Y Huang, WM McClellan, QA Soltow, J Lea	01/10/2014
Gait speed and hospitalization among ambulatory hemodialysis patients: USRDS special study data. World journal of nephrology	NG Kutner, R Zhang, Y Huang, H Wasse	06/08/2014
Bootstrap for the case-cohort design. Biometrika	Y Huang	01/06/2014
Falls among hemodialysis patients: potential opportunities for prevention? Clinical kidney journal	NG Kutner, R Zhang, Y Huang, H Wasse	01/06/2014
CORRECTED SCORE WITH SIZABLE COVARIATE MEASUREMENT ERROR: PATHOLOGY AND REMEDY. Statistica Sinica	Y Huang	01/01/2014
Fast Censored Linear Regression. Scandinavian journal of statistics, theory and applications	Y Huang	01/12/2013
Racial differences in restless legs symptoms and serum ferritin in an incident dialysis patient cohort. International urology and nephrology	NG Kutner, R Zhang, Y Huang, DL Bliwise	01/12/2012
Association of race and insurance type with delayed assessment for kidney transplantation among patients initiating dialysis in the United States. Clinical journal of the American Society of Nephrology : CJASN	KL Johansen, R Zhang, Y Huang, RE Patzer, NG Kutner	01/09/2012
Hospitalization rates among dialysis patients during Hurricane Katrina. Prehospital and disaster medicine	D Howard, R Zhang, Y Huang, N Kutner	01/08/2012
Perspectives on the new kidney disease education benefit: early awareness, race and kidney transplant access in a USRDS study. American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons	NG Kutner, KL Johansen, R Zhang, Y Huang, S Amaral	01/04/2012
Impact of race on predialysis discussions and kidney transplant preemptive wait-listing. American journal of nephrology	NG Kutner, R Zhang, Y Huang, KL Johansen	01/01/2012
Lifetime economic burden of prostate cancer. BMC health services research	ME Stokes, J Ishak, I Proskorovsky, LK Black, Y Huang	28/12/2011
Patient awareness and initiation of peritoneal dialysis. Archives of internal medicine	NG Kutner, R Zhang, Y Huang, H Wasse	24/01/2011
Depressed mood, usual activity level, and continued employment after starting dialysis. Clinical journal of the American Society of Nephrology : CJASN	NG Kutner, R Zhang, Y Huang, KL Johansen	01/11/2010
QUANTILE CALCULUS AND CENSORED REGRESSION. Annals of statistics	Y Huang	01/06/2010
Accelerated Recurrence Time Models. Scandinavian journal of statistics, theory and applications	Y Huang, L Peng	01/12/2009
Survival and hospitalization among patients using nocturnal and short daily compared to conventional hemodialysis: a USRDS study. Kidney international	KL Johansen, R Zhang, Y Huang, SC Chen, CR Blagg, AS Goldfarb-Rumyantzev, CD Hoy, RS Lockridge, BW Miller, PW Eggers, NG Kutner	01/11/2009
Effect of Hurricane Katrina on the mortality of dialysis patients. Kidney international	NG Kutner, P Muntner, Y Huang, R Zhang, AJ Cohen, AH Anderson, PW Eggers	01/10/2009
Cost analysis with censored data. Medical care	Y Huang	01/07/2009
Costs and effectiveness of cardiac rehabilitation for dialysis patients following coronary bypass. Kidney international	Y Huang, R Zhang, SD Culler, NG Kutner	01/10/2008
Dialysis facility characteristics and variation in employment rates: a national study. Clinical journal of the American Society of Nephrology : CJASN	N Kutner, T Bowles, R Zhang, Y Huang, S Pastan	01/01/2008
Patient-reported sleep difficulty and cognitive function during the first year of dialysis. International urology and nephrology	NG Kutner, R Zhang, Y Huang, DL Bliwise	01/01/2008