Haochang Shou
Haochang Shou
Assistant Professor of Biostatistics, University of Pennsylvania
Verified email at pennmedicine.upenn.edu - Homepage
Cited by
Cited by
On testing for spatial correspondence between maps of human brain structure and function
AF Alexander-Bloch, H Shou, S Liu, TD Satterthwaite, DC Glahn, ...
Neuroimage 178, 540-551, 2018
Real-time mobile monitoring of the dynamic associations among motor activity, energy, mood, and sleep in adults with bipolar disorder
KR Merikangas, J Swendsen, IB Hickie, L Cui, H Shou, AK Merikangas, ...
JAMA psychiatry 76 (2), 190-198, 2019
Quantifying the reliability of image replication studies: the image intraclass correlation coefficient (I2C2)
H Shou, A Eloyan, S Lee, V Zipunnikov, AN Crainiceanu, MB Nebel, ...
Cognitive, Affective, & Behavioral Neuroscience 13 (4), 714-724, 2013
Non-GFR determinants of low-molecular-weight serum protein filtration markers in CKD
X Liu, MC Foster, H Tighiouart, AH Anderson, GJ Beck, G Contreras, ...
American journal of kidney diseases 68 (6), 892-900, 2016
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan
R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan, E Mamourian, ...
NeuroImage 208, 116450, 2020
Cognitive behavioral therapy increases amygdala connectivity with the cognitive control network in both MDD and PTSD
H Shou, Z Yang, TD Satterthwaite, PA Cook, SE Bruce, RT Shinohara, ...
NeuroImage: Clinical 14, 464-470, 2017
Structured functional principal component analysis
H Shou, V Zipunnikov, CM Crainiceanu, S Greven
Biometrics 71 (1), 247-257, 2015
MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide
VM Bashyam, G Erus, J Doshi, M Habes, IM Nasrallah, M Truelove-Hill, ...
Brain 143 (7), 2312-2324, 2020
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning
GB Chand, DB Dwyer, G Erus, A Sotiras, E Varol, D Srinivasan, J Doshi, ...
Brain 143 (3), 1027-1038, 2020
White matter lesions: spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy
M Habes, A Sotiras, G Erus, JB Toledo, D Janowitz, DA Wolk, H Shou, ...
Neurology 91 (10), e964-e975, 2018
Physical Activity and Symptoms in Pulmonary Arterial Hypertension
LA Matura, H Shou, JS Fritz, KA Smith, A Vaidya, D Pinder, ...
Chest, 2016
Statistical methods for cohort studies of CKD: survival analysis in the setting of competing risks
JY Hsu, JA Roy, D Xie, W Yang, H Shou, AH Anderson, JR Landis, ...
Clinical Journal of the American Society of Nephrology 12 (7), 1181-1189, 2017
Electrocardiographic measures and prediction of cardiovascular and noncardiovascular death in CKD
R Deo, H Shou, EZ Soliman, W Yang, JM Arkin, X Zhang, RR Townsend, ...
Journal of the American Society of Nephrology 27 (2), 559-569, 2016
Amyloid burden in cognitively normal elderly is associated with preferential hippocampal subfield volume loss
PJ Hsu, H Shou, T Benzinger, D Marcus, T Durbin, JC Morris, YI Sheline
Journal of Alzheimer's disease 45 (1), 27-33, 2015
Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis
V Zipunnikov, S Greven, H Shou, B Caffo, DS Reich, C Crainiceanu
The annals of applied statistics 8 (4), 2175, 2014
Normalization and extraction of interpretable metrics from raw accelerometry data
J Bai, B He, H Shou, V Zipunnikov, TA Glass, CM Crainiceanu
Biostatistics 15 (1), 102-116, 2014
Cognitive behavioral therapy is associated with enhanced cognitive control network activity in major depression and posttraumatic stress disorder
Z Yang, DJ Oathes, KA Linn, SE Bruce, TD Satterthwaite, PA Cook, ...
Biological psychiatry: cognitive neuroscience and neuroimaging 3 (4), 311-319, 2018
Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI
H Shou, A Eloyan, MB Nebel, A Mejia, JJ Pekar, S Mostofsky, B Caffo, ...
NeuroImage 102, 938-944, 2014
Dysregulation of objectively assessed 24-hour motor activity patterns as a potential marker for bipolar I disorder: results of a community-based family study
H Shou, L Cui, I Hickie, D Lameira, F Lamers, J Zhang, C Crainiceanu, ...
Translational psychiatry 7 (8), e1211-e1211, 2017
Improving reliability of subject-level resting-state fMRI parcellation with shrinkage estimators
AF Mejia, MB Nebel, H Shou, CM Crainiceanu, JJ Pekar, S Mostofsky, ...
NeuroImage 112, 14-29, 2015
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