Haochang Shou, Ph.D.

faculty photo
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, Epidemiology and Informatics
University of Pennsylvania School of Medicine
219 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-573-6534
B.Sc. (Statistics)
Peking University, China, 2009.
Ph.D. (Biostatistics)
Johns Hopkins Bloomberg School of Public Health, 2014.
Permanent link
> Perelman School of Medicine   > Faculty   > Details

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

Massey, SL, Shou, H, Clancy, R, DiGiovine, M, Fitzgerald, M, Fung, FW, Farrar, J, Abend, NS: Interrater and intrarater agreement in neonatal electroencephalogram background scoring. Journal of Clinical Neurophysiology 2018, accepted.

Merikangas, K, Swendsen, J, Hickie I, Cui, L, Shou, H, Merikangas, A, Zhang, J, Lamers, F, Crainiceanu, CM, Volkow, N, Zipunnikov, V: Tracking Inter-relationships of Motor Activity, Sleep, Mood, and Energy via Mobile Technologies: Evidence for Cross-Domain Dysregulation in Bipolar I Disorder. JAMA Psychiatry 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.

Waikar, SS, Rebholz, CM, Zheng, Z, Hurwitz, S, Hsu, CY, Feldman, HI, Xie, D, Liu, KD, Mifflin, TE, Eckfeldt, JH, Kimmel, PL, Vasan, RS, Bonventre, JV, Inker, LA, Coresh, J, Ramachandran, VS, Bonventre, J, Waikar, S, Sabbisetti, V, Van Eyk, J, Chen, D, Fu, Q, Brunner, H, D'Agati, V, Barasch, J, Coresh, J, Rebholz, C, Go, AS, Bottinger, E, Teixeira, A, Daehn, I, Molitch, M, Batlle, D, Rovin, B, Wu, H, Levey, AS, Inker, LA, Foster, M, Hsu, CY, Liu, K, Klein, J, Mauer, M, Fioretto, P, Nelsestuen, G, Eckfeldt, JH, Karger, A, Fioretto, P, Feldman, HI, Ballard, S, Whitehead, K, Xie, D, Gimotty, P, Shou, H, Zhang, X, Ryan, K, Mifflin, TE, Greene, T, Nelson, RG, Kimmel, PL, Kusek, JW : Biological variability of estimated GFR and albuminuria in CKD. American Journal of Kidney Diseases 72(4): 538-546, 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.

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 178: 540-551, 2018.

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 91(10): e964-e975, 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.

Xie, D, Yang, W, Jepson, C, Roy, J, Hsu, JY, Shou, H, Anderson, AH, Landis, JR, Feldman, HI : Statistical methods for modeling time-updated exposures in cohort studies of chronic kidney disease. Clinical Journal of American Society of Nephrology 12(11): 1892-1899, 2017.

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 12(12): 2066-2073, 2017.

back to top
Last updated: 10/14/2018
The Trustees of the University of Pennsylvania