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, Epidemiology and Informatics
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

Newsome S, Geldern GV, Shou H, Baynes M, Marasigan R, Calabresi P and Zackowski K: Longitudinal assessment of hand function in individuals with multiple sclerosis Multiple Sclerosis and Related Disorders. Multiple Sclerosis and Related Disorders 32: 107-113, Jul 2019 Notes: Primary biostatistician.

Heath JK, Weissman GE, Clancy CB, Shou H, Farrar JT, Dine CJ: Assessment of gender-based linguistic differences in physician trainee evaluations of medical faculty using automated text mining. JAMA Network Open 2(5): e193520, May 2019 Notes: Biostatistical mentor for the 1st author.

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 and Detre JA: Sex differences in estimated brain metabolism in relation to body growth through adolescence. Journal of Cerebral Blood Flow & Metabolism 39(3), Mar 2019.

Massey SL, Shou H, Clancy R, DiGiovine M, Fitzgerald M, Fung FW, Farrar J and Abend NS: Interrater and intrarater agreement in neonatal electroencephalogram background scoring. Journal of Clinical Neurophysiology 36(1), Jan 2019.

Setzer FC, Shou H, Kulwattanaporn P, Kohli MR and Karabucak B: Outcome of crown and root resection: a systematic review and meta-analysis of the literature. The Journal of Endodontics 45(1), Jan 2019.

Merikangas K, Swendsen J, Hickie I, Cui L, Shou H, Merikangas A, Zhang J, Lamers F, Crainiceanu CM, Volkow N and 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 Dec 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, Mauez 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 and Kusek JW : Biological variability of estimated GFR and albuminuria in CKD. American Journal of Kidney Diseases 72(4): 538-546, Oct 2018.

Habes M, Sotiras A, Erus G, Toledo JB, Janowitz D, Wolk DA, Shou H, Bryan N, Doshi J, Völzke H, Schminke U, Hoffmann W, Resnick SM, Grabe HJ and Davatzikos C: White matter lesions: spatial heterogeneity, links to risk factors, cognition, genetics, atrophy. Neurology 91(10): e964-e975, Sep 2018.

Sotiras A, Bilgel M, Erus G, Chen YJ, Habes M, Nasrallah I, Shou H, Wolk DA, Resnick SM and Davatzikos C: Multivariate pattern analysis on a longitudinal cohort of cognitively normal elderly reveals distinct stages of regional amyloid deposition. Alzheimer's & Dementia: The Journal of the Alzheimer's Association 14(7): 26-28, Jul 2018.

Alexander-Bloch A, Shou H, Liu S, Satterthwaite TD, Glahn DC, Shinohara RT, Vandekar SN and Raznahan A: On testing for spatial correspondence between maps of human brain structure and function. NeuroImage 178: 540-551, Jun 2018.

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Last updated: 05/13/2019
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