Haochang Shou

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Assistant Professor of Biostatistics in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Affiliated Faculty, Center for Biomedical Imaging Computing and Analytics (CBICA), University of Pennsylvania Perelman School of Medicine
Affiliated Faculty, Center for Neuromodulation in Depression and Stress (CNDS), Department of Psychiatry, University of Pennsylvania Perelman School of Medicine
Senior Scholar, Center for Clinical Epidemiology (CCEB), University of Pennsylvania Perelman School of Medicine
Department: Biostatistics and Epidemiology

Contact information
Department of Biostatistics, Epidemiology and Informatics
University of Pennsylvania School of Medicine
219 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-573-6534
Graduate Group Affiliations
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 Itmat 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.

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

Alexander-Bloch, A, Shou, H, Liu, S, Satterthwaite, TD, Glahn, DC, Shinohara, RT, Vandekar, SN, Raznahan, A : On testing for spatial correspondence between maps of human brain structure and function. NeuroImage 2018, in press.

Mohamad Habes, Aristeidis Sotiras, Guray Erus, Jon B Toledo, Deborah Janowitz, David A Wolk, Haochang Shou, Nick Bryan, Jimit Doshi, Henry Völzke, Ulf Schminke, Wolfgang Hoffmann, Susan M. Resnick, Hans J Grabe, and Christos Davatzikos: White matter lesions: spatial heterogeneity, links to risk factors, cognition, genetics, atrophy. Neurology 2018, accepted.

Yang, Z, Oathes, D, Linn, KA, Bruce, SE, Satterthwaite, TD, Cook, PA, Satchell, EK, Shou, H, Sheline, YI: Cognitive behavioral therapy is associated with enhanced cognitive control network activity in major depression and post-traumatic stress disorder. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 3(4): 311-319, 2018.

Mortani Barbosa, EJ, Shou, H, Simpsom, S, Gee, J, Tustison, N, Lee, JC: Quantitative computed tomography metrics from the transplanted lung can predict forced expiratory volume in the first second After lung transplantation. Journal of thoracic imaging 33(2): 112-123, 2018.

Shou, H, Hsu, JY, Xie, D, Yang, W, Roy, J, Anderson, AH, Landis, JR, Feldman, HI, Parsa, A, Jepson, C : Analytic considerations for repeated measures of eGFR in cohort studies of CKD. Clinical Journal of American Society of Nephrology 2017, in press.

Vandekar, SN, Shou, H, Satterthwaite, TD, Shinohara, RT, Merikangas, AK, Roalf, DR, Ruparel, K, Rosen, A, Gennatas, ED, Elliott, MA, Davatzikos, C, Gur, RC, Gur, RE, Detre, JA: Sex differences in estimated brain metabolism in relation to body growth through adolescence. Journal of Cerebral Blood Flow & Metabolism 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.

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 89: 275-281, 2017.

Hsu, JY, Roy, JA, Xie, D, Yang, W, Shou, H, Anderson, AH, Landis, JR, Jepson, C, Wolf, M, Isakova, T, Rahman, M, Feldman, HI: Statistical methods for cohort studies of CKD: survival analysis in the setting of competing risks. Clinical Journal of American Society of Nephrology 12(7): 1181-1189, 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.

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Last updated: 06/06/2018
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