Haochang Shou, Ph.D.

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Assistant Professor of Biostatistics in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Department: Biostatistics and Epidemiology
Graduate Group Affiliations

Contact information
Department of Biostatistics and Epidemiology
University of Pennsylvania School of Medicine
219 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-573-6534
Education:
B.Sc. (Statistics)
Peking University, China, 2009.
Ph.D. (Biostatistics)
Johns Hopkins Bloomberg School of Public Health, 2014.
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Description of Research Expertise

Dr. Shou’s methodological research mainly focuses on functional data analysis with complex structures. She is particularly interested in novel statistical modeling and estimation techniques for multimodal functional and longitudinal measurements, including neuroimaging and human activity data. Her collaborations span brain disorder studies, mental health, and biomarker evaluation for chronic kidney disease.

Selected Publications

Barbosa, E.M., Simpson, S., Lee, J.C., Tustison, N, Gee, J., Shou, H.: Multivariate modeling using quantitative CT metrics may improve accuracy of diagnosis of bronchiolitis obliterans syndrome after lung transplantation. Computers in Biology and Medicine 2017, in press.

Yang, W, Jepson, C, Xie, D, Roy, JA, Shou, H, Hsu, JY, Anderson, AH, Landis, JR, He, J, Feldman, HI: Statistical methods for recurrent event analysis in cohort studies of CKD. Clinical Journal of American Society of Nephrology 2017, in press.

Shou H, Cui L, Hickie I, Lameira D, Lamers F, Zhang J, Crainiceanu CM, Zipunnikov V and Merikangas K: Dysregulation of objectively assessed 24-hour motor activity patterns as a potential marker for bipolar I disorder: results of a community-based family study. Translational Psychiatry 7(e1211), 2017.

Shou H, Yang Z, Satterthwaite TD, Cook PA, Bruce SE, Shinohara RT, Rosenberg B, Sheline YI : Cognitive behavioral therapy increases amygdala connectivity with the cognitive control network in both MDD and PTSD. NeuroImage Clinical 14: 464-470, 2017.

Liu X, Foster MC, Tighiouart H, Anderson AH, Beck GJ, Contreras G, Coresh J, Eckfeldt JH, Feldman HI, Greene T, Hamm LL, He J, Horwitz E, Lewis J, Ricardo AC, Shou H, Townsend RR, Weir MR, Inker LA, Levey AS, Appel LJ, Go AS, He J, Kusek JW, Lash JP, Ojo A, Rahman M: Non-GFR determinants of low-molecular-weight serum protein filtration markers in CKD. American Journal of Kidney Diseases 68(6): 892-900, 2016.

Shou H, Shinohara RT, Liu H, Reich DS and Crainiceanu CM.: Soft null hypotheses: a case study of image enhancement detection in brain lesions. Journal of Computational and Graphic Statistics 25(2): 570-588, 2016.

Matura LA, Shou H, Fritz JS, Smith KA, Vaidya A, Pinder D, Archer-Chicko C, Dubow D, Palevsky HI, Sommers M, Kawut SM: Physical activity and symptoms in pulmonary arterial hypertension. Chest 150(1): 46-56, 2016.

Shou H, Zipunnikov V, Crainiceanu CM and Greven S : Structured functional principal component analysis. Biometrics 71(1): 247-257, 2015

Deo R, Shou H, Soliman EZ, Yang Y, Arkin JM, Zhang X, Townsend RR, Go AS, Shlipak MG and Feldman HI: Electrocardiographic measures and prediction of cardiovascular and non-cardiovascular death in CKD. Journal of the American Society of Nephrology 27(2), 559-569 2015.

Hsu PJ, Shou H, Benzinger T, Marcus D, Durbin T, Morris JC and Sheline YI: Amyloid burden in cognitively normal elderly is associated with preferential hippocampal subfield volume loss. Journal of Alzheimer's Disease 45(1): 27-33, 2015.

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Last updated: 08/28/2017
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