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Hui Zhang, PhD

Hui Zhang, PhD

Assistant Member, St. Jude Faculty

Departments

Biostatistics

Contact Information

Hui Zhang, PhD
Biostatistics
MS 768, Room R-6029
St. Jude Children's Research Hospital
262 Danny Thomas Place
Memphis, TN 38105-3678
Email: hui.zhang@stjude.org
Phone: (901) 595-6736
FAX: (901) 595-8843

Education

BS - Nankai University (1998)
MS - Shanghai Institutes of Biological Sciences, Chinese Academy of Sciences (2001)
MS - University of Rochester (2005)
PhD - University of Rochester (2010)


Research Interests


Selected Publications

Lu N, Chen T, Wu P, Gunzler D, Zhang H, He H, Tu XM, and Kowalski J. Functional Response Models for Intra-class Correlation Coefficients. Journal of Applied Statistics 2014 (in press).

Knight SJ, Conklin HM, Schreiber J, Palmer S, Armstrong CL, Wallace D, Bonner M, Swain MA, Chapieski L, Mabbott D, Boyle R, Huang Q, Zhang H, Anderson V, Gajjar A. Working memory abilities among children treated for medulloblastoma: Parent report and child performance. Journal of Pediatric Psychology 2014 (in press). doi: 10.1093/jpepsy/jsu009

Willard VW, Qaddoumi I, Chen S, Zhang H, Brennan R, Rodriguez-Galindo C, Wilson MW, Phipps S. Developmental and Adaptive Functioning in Children with Retinoblastoma: A Longitudinal Investigation. Journal of Clinical Oncology 2014 (in press).

Schreiber JE, Gurney JG, Palmer SL, Bass JK, Wang M, Chen S, Zhang H, Swain M, Chapieski ML, Bonner MJ, Mabbott DJ, Knight SJ, Armstrong CL, Boyle R, Gajjar A. Examination of Risk Factors for Intellectual and Academic Outcomes following Treatment for Pediatric Medulloblastoma. Neuro-Oncology 2014 (in press). doi: 10.1093/neuonc/nou006

Phipps S, Klosky J, Long A, Hudson M., Huang Q, Zhang H, Noll RB. Perception of Cancer as Traumatic Event, Posttraumatic Stress, and Psychological Growth in Children with Cancer. Journal of Clinical Oncology 32(7):641-646, 2014. doi: 10.1200/JCO.2013.49.8212

Lindwall JJ, Russell K, Huang Q, Zhang H, Vannatta K, Barrera M, Alderfer M, Phipps S. Adjustment in Parents of Children Undergoing Stem Cell Transplantation. Biology of Blood and Marrow Transplant 20:543-548, 2014. doi: 10.1016/j.bbmt.2014.01.007

Gunzler D, Chen T, Wu P, Zhang H. Introduction to Mediation Analysis with Structural Equation Modeling. Shanghai Archives of Psychiatry 25(6):390-394, 2013. doi: 10.3969/j.issn.1002-0829.2013.06.009

Zhang H, Holden-Wiltse J, Wang J, Liang H. A Strategy to Model Nonmonotonic Dose-Response Curve and Estimate IC50. Plos One 8(8):e69301, 2013. DOI:10.1371/journal.pone.0069301

Tyc VL, Huang Q, Nicholson J, Schultz B, Hovell MF, Lensing S, Vukadinovich C, Hudson MM, Zhang H. Intervention to Reduce Secondhand Smoke Exposure Among Children with Cancer: A Controlled Trial. Psycho-Oncology 22:1104-1111, 2013. DOI: 10.1002/pon.3117

Guy CS, Vignali KM, Temirov J, Bettini M, Overacre AE, Smeltzer M, Zhang H, Huppa JB, Tsai YH, Lobry C, Xie J, Dempsey PJ, Aifantis I, Davis MM, Vignali DA. Distinct T cell receptor signaling pathways drive proliferation and cytokine production in T cells. Nature Immunology 14:262-270, 2013.

Zhu L, Zhao H, Sun J, Pounds S, Zhang H. Joint Analysis of Longitudinal Data and Recurrent Episodes Data with Application to Medical Cost Analysis. Biometrical Journal 55:5-16, 2013.

Zhang H, Yu Q, Feng C, Gunzler D, Wu P., Tu XM. A new look at the difference between the GEE and the GLMM when modeling longitudinal count responses. Journal of Applied Statistics 39:2067-2079, 2012.

Pounds SB, Gao CL, Zhang H. Empirical Bayesian Selection of Hypothesis Testing Procedures for Analysis of Sequence Count Expression Data. Statistical Applications in Genetics and Molecular Biology 11(5), 2012 doi: 10.1515/1544-6115.1773

Brinkman T, Palmer SL, Chen S, Zhang H, Chapieski L, Swain M, Bonner MJ, Janzen L, Knight S, Armstrong CL, Boyle R, Gajjar A. Parent-Reported Social Outcomes After Treatment for Pediatric Embryonal Tumors: A Prospective Longitudinal Study. Journal of Clinical Oncology 30:4134-4140, 2012.

Zhang H, Lu N, Feng C, Thurston SW, Xia Y, Tu XM. On Fitting Generalized Linear Mixed-effects Models for Binary Responses using Different Statistical Packages. Statistics in Medicine 30:2562-2572, 2011.

Zhang H, Xia Y, Chen R, Lu N, Tang W, Tu XM. On Modeling Longitudinal Binomial Responses --Implications from Two Dueling Paradigms. Journal of Applied Statistics 38:2373-2390, 2011.

Liang Z, Sun J, Srivastava DK, Tong X, Leisenring W, Zhang H, Robison LL. Semiparametric Transformation Models for Joint Analysis of Multivariate Recurrent and Terminal Events. Statistics in Medicine. 30:3010-3023, 2011.

Yu Q, Tang W, Marcus S, Ma Y, Zhang H and Tu XM. Modeling Sensitivity and Specificity with a Time-varying Reference Standard within a Longitudinal Setting. Journal of Applied Statistics 37:1213-1230, 2010.

Ma Y, Gonzalez Della Valle A, Zhang H, Tu XM. A U-statistics based Approach for Modeling Cronbach Coefficient Alpha within a Longitudinal Data Setting. Statistics in Medicine 29:659-670, 2010.

Feng C, Zhang H, Tu XM. A Duality of Sample Size Calculation Based on Odds Ratio and on Risk Difference. JP Journal of Biostatistics 4:203-212, 2010.

Lu N, Tang W, He H, Yu Q, Crits-Christoph P, Zhang H, Tu XM. On the Impact of Parametric Assumptions and Robust Alternatives for Longitudinal Data Analysis. Biometrical Journal 51:627-643, 2009.

Moss AJ, Hall WJ, et. al. (Zhang H  was listed as a biostatistician for MADIT-CRT Trial) Cardiac-Resynchronization Therapy for the Prevention of Heart-Failure Events. New England Journal of Medicine 361:1329-1338, 2009.

Ji XH, Ji JZ, Zhang H, Li BM. Stimulation of alpha2-adrenoceptors suppresses excitatory synaptic transmission in the medial prefrontal cortex of rat. Neuropsychopharmacology 33:2263-2271, 2008.

Zhang H, Ameen N, Melvin JE, Vidyasagar S. Acute Inflammation Alters Bicarbonate Transport in Mouse Ileum. Journal of Physiology 581:1221-33, 2007.

Basavappa S, Vulapalli SR, Zhang H, Yule D, Coon S, Sundaram U. Chloride channels in the small intestinal cell line IEC-18. Journal of Cellular Physiology 202:21-31, 2005.

Zhang XH*, Zhang H*, Tu Y*, Gao X, Zhou C, Jin M, Zhao G, Jing N, Li BM, Yu L. Identification of a novel protein for memory regulation in the hippocampus. Biochemistry and Biophysics Research Communication 334:418-424, 2005. (* Co-first authors)

Zhang H, Mitchell DR. Cpc1, a Chlamydomonas central pair protein with an adenylate kinase domain. Journal of Cell Science 117:4179-4188, 2004. (Comments of this paper. Journal of Cell Science. 117:1802.)

Wang M, Zhang H, Li BM. Deficit in conditional visuomotor learning by local infusion of bicuculline into the ventral prefrontal cortex in monkeys. European Journal of Neuroscience 12:3787-96, 2000.

Last update: April 2014