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.
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Selected Publications

Minhas, J; Shou, H; Hershman, S; Zamanian, R; Ventetuolo, CE; Bull, T; Hemnes, A; Chakinala, MM; Mathai, S; Al-Naamani, N; Ellenberg, S; Matura, LA; Kawut, SM; Shcherbina, A.: Physical Activity and Its Association with Traditional Outcome Measures in Pulmonary Arterial Hypertension. Ann Am Thorac Soc 19(4): 572-582, Apr 2022 Notes: doi: 10.1513/AnnalsATS.202105-560OC.

Moon, BF; Iyer, SK; Josselyn, NJ; Hwuang, E; Swago, S; Solomon, MP; Keeney, SJ; Castillero, E; Ferrari, G; Pilla, JJ; Gorman, JH; Gorman, RC; Tschabrunn, C; Shou, H; Matthai, W; Felix, WW; Ferrari, VA; Han, Y; Litt, H; Witschey, WR: Magnetic Susceptibility and R2* of Myocardial Reperfusion Injury at 3T and 7T. Magnetic Resonance in Medicine 87(1): 323-336, Jan 2022 Notes: doi: 10.1002/mrm.28955.

Yang, Z; Nasrallah, IM; Shou, H; Wen, J; Doshi, J; Habes, M; Erus, G; Abdulkadir, A; Resnick, SM; Albert, MS; Maruff, P; Fripp J; Morris, JC; Wolk, DA; Davatzikos, C; iSTAGING Consortium; Baltimore Longitudinal Study of Aging (BLSA); Alzheimer's Disease Neuroimaging Initiative (ADNI): A Deep Learning Framework Identifies Dimensional Representations of Alzheimer's Disease from Brain Structure. Nature Communications 12(1): 7065, Dec 2021 Notes: doi: 10.1038/s41467-021-26703-z.

Chen, AA; Beer, JC; Tustison, NJ; Cook, PA; Shinohara, RT*; Shou, H*; the Alzheimer’s Disease Neuroimaging Initiative: Mitigating Site Effects in Covariance for Machine Learning in Neuroimaging Data. Human Brain Mapping Page: 1-17, Dec 2021 Notes: https://doi-org.proxy.library.upenn.edu/10.1002/hbm.25688.

O'Callaghan, VS; Hansell, NK; Guo, W; Carpenter, JS; Shou, H; Strike, LT; Crouse, JJ; McAloney, K; McMahon, KL; Byrne, EM; Burns, JM; Martin, NG; Hickie, IB; Merikangas, KR; Wright, MJ: Genetic and Environmental Influences on Sleep-Wake Behaviours in Adolescence. SLEEP Advances 2(1): 1-14, Oct 2021.

Bashyam, VM, Doshi, J, Erus, G, Srinivasan, D, Abdulkadir, A, Singh, A, Habes, M, Fan, Y, Masters, CL, Maruff, P, Zhuo, C, Völzke, H, Johnson, SC, Fripp, J, Koutsouleris, N, Satterthwaite, TD, Wolf, DH, Gur, RE, Gur, RC, Morris, JC, Albert, MS, Grabe, HJ, Resnick, SM, Bryan, NR, Wittfeld, K, Bülow, R, Wolk, DA, Shou, H, Nasrallah, IM, Davatzikos, C: Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors. Journal of Magnetic Resonance Imaging Sep 2021 Notes: doi: 10.1002/jmri.27908. Online ahead of print.

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 42(13): 4092-4101, Sep 2021 Notes: doi: 10.1002/hbm.25533.

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 63(6): 847-856, Jun 2021 Notes: doi: 10.1007/s00234-020-02575-w. Online ahead of print.

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.

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Last updated: 04/24/2022
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