faculty photo

Haochang Shou, Ph.D.

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.
Permanent link
 
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Selected Publications

Butler, ER; Chen, A; Ramadan, R; Le, T.T; Ruparel, K; Moore, TM; Satterthwaite, TD; Zhang, F; Shou, H; Gur, RC; Nichols, TE and Shinohara, RT: Statistical Pitfalls in Brain Age Analyses. Human Brain Mapping 2021, accepted.

Clasen, S; Shou, H; Freedman, G; Plastaras, J; Taunk, N; Teo, B; Smith, A; Demissei, B; Ky, B : Early Cardiac Effects of Contemporary Radiation Therapy in Patients With Breast Cancer. International Journal of Radiation Oncology, Biology, Physics 109(5): 1301-1310, Apr 2021 Notes: doi: 10.1016/j.ijrobp.2020.12.008. Epub 2020 Dec 17.

Bashyam, V; Shou, H; Davatzikos, C: Reply: From ‘loose fitting’ to High-performance, Uncertainty-aware Brain-age Modelling. Brain 144(144): e32, Mar 2021 Notes: https://doi.org/10.1093/brain/awaa455.

Hu, E; Coresh, J; Anderson, C; Appel, L; Grams, M; Crews, D; Mills, K; He, J; Scialla, J; Rahman, M; Navaneethan, S; Lash, J; Ricardo, A; Feldman, H; Weir, M; Shou, H; Rebholz, C; CRIC Study Investigators : Adherence to Healthy Dietary Patterns and Risk of CKD Progression and All-Cause Mortality: Findings from the CRIC Study. Am J Kidney Dis 77(2): 235-244, Feb 2021 Notes: doi: 10.1053/j.ajkd.2020.04.019. Epub 2020 Aug 5.

Difrancesco, S; Riese, H; Merikangas, K; Shou, H; Zipunnikov, V; Antypa, N; van Hemert, A; Schoevers, R; Penninx, B; Lamers, F: Sociodemographic, Health and Lifestyle, Sampling, and Mental Health Determinants of 24-Hour Motor Activity Patterns: Observational Study. Journal of Medical Internet Research 23(2): e20700, Feb 2021 Notes: doi: 10.2196/20700.

MacLean, M; Jehangir, Q; Vujkovic, M; Ko, Y; Litt, H; Borthakur, A; Sagreiya, H; Rosen, M; Mankoff, D; Schnall, M; Shou, H; Chirinos, J; Damrauer, S; Torigian, D; Carr, R; Rader, D; Witschey, W : Quantification of Abdominal Fat from Computed Tomography using Deep Learning and its Association with Electronic Health Records in an Academic Biobank. Journal of the American Medical Informatics Association Page: ocaa342, Feb 2021 Notes: doi: 10.1093/jamia/ocaa342. Online ahead of print.

Schrauben, S; Shou, H; Zhang, X; Hyre, A; Anderson, A; Bonventre, J; Chen, J; Coca, S; Furth, S; Greenberg, J; Gutierrez, O; Ix, J; Lash, J; Parikh, C; Rebholz, C; Sabbisetti, V; Sarnak, M; Shlipak, M; Waikar, S; Kimmel, P; Vasan, R; Feldman, H; Schelling, J; CKD Biomarkers Consortium and the Chronic Renal Insufficiency Cohort (CRIC) Study Investigators: Association of Multiple Plasma Biomarker Concentrations with Progression of Prevalent Diabetic Kidney Disease: Findings from the Chronic Renal Insufficiency Cohort (CRIC) Study. Journal of the American Society of Nephrology: JASN 32(1): 115-126, Jan 2021 Notes: doi: 10.1681/ASN.2020040487. Epub 2020 Oct 29.

Habes, M; Pomponio, R; Shou, H; Doshi, J; Mamourian, E; Erus, G; Nasrallah, I; Launer, L; Rashid, T; Bilgel, M; Fan, Y; Toledo, J; Yaffe, K; Sotiras, A; Srinivasan, D; Espeland, M; Masters, C; Maruff, P; Fripp, J; Volzk, H; Johnson, S; Morris, J; Albert, M; Miller, M; Bryan, R; Grabe, H; Resnick, S; Wolk, D; Davatzikos, C; iSTAGING consortium, the Preclinical AD consortium, the ADNI, and the CARDIA studies: The Brain Chart of Aging: Machine-learning Analytics Reveals Links between Brain Aging, White Matter Disease, Amyloid Burden, and Cognition in the iSTAGING Consortium of 10,216 Harmonized MR Scans. Alzheimer's & Dementia 17(1): 89-102, Jan 2021 Notes: doi: 10.1002/alz.12178. Epub 2020 Sep 13.

Murray, G; Gottlieb, J; Hidalgo, M; Etain, B; Ritter, P; Skene, D; Garbazza, C; Bullock, B; Merikangas, K; Zipunnikov, V; Shou, H; Gonzalez, R; Scott, J; Geoffroy, P; Frey, B: Measuring Circadian Function in Bipolar Disorders: Empirical and Conceptual Review of Physiological, Actigraphic, and Self-Report Approaches. Bipolar Disord 22(7): 693-710, Nov 2020 Notes: doi: 10.1111/bdi.12963. Epub 2020 Jul 5.

Song, J; Pavlou, A; Burke, M; Shou, H; Atsina, K; Xiao, J; Loevner, L; Mankoff, D; Fan, Z; Kasner, S: Imaging Endpoints of Intracranial Atherosclerosis using Vessel Wall MR Imaging: A Systematic Review. Neuroradiology Oct 2020 Notes: doi: 10.1007/s00234-020-02575-w. Online ahead of print.

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Last updated: 05/18/2021
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