Jiayu Chen
Jiayu Chen
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A review of multivariate methods for multimodal fusion of brain imaging data
J Sui, T Adali, Q Yu, J Chen, VD Calhoun
Journal of neuroscience methods 204 (1), 68-81, 2012
NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders
Y Du, Z Fu, J Sui, S Gao, Y Xing, D Lin, M Salman, A Abrol, MA Rahaman, ...
NeuroImage: Clinical 28, 102375, 2020
Patterns of gray matter abnormalities in schizophrenia based on an international mega-analysis
CN Gupta, VD Calhoun, S Rachakonda, J Chen, V Patel, J Liu, J Segall, ...
Schizophrenia bulletin 41 (5), 1133-1142, 2015
In search of multimodal neuroimaging biomarkers of cognitive deficits in schizophrenia
J Sui, GD Pearlson, Y Du, Q Yu, TR Jones, J Chen, T Jiang, J Bustillo, ...
Biological psychiatry 78 (11), 794-804, 2015
Methylation patterns in whole blood correlate with symptoms in schizophrenia patients
J Liu, J Chen, S Ehrlich, E Walton, T White, N Perrone-Bizzozero, ...
Schizophrenia bulletin 40 (4), 769-776, 2014
Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion
J Sui, S Qi, TGM van Erp, J Bustillo, R Jiang, D Lin, JA Turner, ...
Nature communications 9 (1), 3028, 2018
Exploration of scanning effects in multi-site structural MRI studies
J Chen, J Liu, VD Calhoun, A Arias-Vasquez, MP Zwiers, CN Gupta, ...
Journal of neuroscience methods 230, 37-50, 2014
Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis
Y Du, SL Fryer, Z Fu, D Lin, J Sui, J Chen, E Damaraju, E Mennigen, ...
Neuroimage 180, 632-645, 2018
Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA
J Sui, H He, Q Yu, J Chen, J Rogers, GD Pearlson, A Mayer, J Bustillo, ...
Frontiers in human neuroscience 7, 235, 2013
Altered static and dynamic functional network connectivity in Alzheimer's disease and subcortical ischemic vascular disease: shared and specific brain connectivity abnormalities
Z Fu, A Caprihan, J Chen, Y Du, JC Adair, J Sui, GA Rosenberg, ...
Human brain mapping 40 (11), 3203-3221, 2019
Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder
Y Du, GD Pearlson, D Lin, J Sui, J Chen, M Salman, CA Tamminga, ...
Human brain mapping 38 (5), 2683-2708, 2017
Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data
X Meng, R Jiang, D Lin, J Bustillo, T Jones, J Chen, Q Yu, Y Du, Y Zhang, ...
Neuroimage 145, 218-229, 2017
Group ICA for identifying biomarkers in schizophrenia:‘Adaptive’networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression
MS Salman, Y Du, D Lin, Z Fu, A Fedorov, E Damaraju, J Sui, J Chen, ...
NeuroImage: Clinical 22, 101747, 2019
Multimodal fusion with reference: searching for joint neuromarkers of working memory deficits in schizophrenia
S Qi, VD Calhoun, TGM Van Erp, J Bustillo, E Damaraju, JA Turner, Y Du, ...
IEEE transactions on medical imaging 37 (1), 93-105, 2017
Application of graph theory to assess static and dynamic brain connectivity: Approaches for building brain graphs
Q Yu, Y Du, J Chen, J Sui, T Adalē, GD Pearlson, VD Calhoun
Proceedings of the IEEE 106 (5), 886-906, 2018
Guided exploration of genomic risk for gray matter abnormalities in schizophrenia using parallel independent component analysis with reference
J Chen, VD Calhoun, GD Pearlson, N Perrone-Bizzozero, J Sui, JA Turner, ...
Neuroimage 83, 384-396, 2013
SMRI biomarkers predict electroconvulsive treatment outcomes: accuracy with independent data sets
R Jiang, CC Abbott, T Jiang, Y Du, R Espinoza, KL Narr, B Wade, Q Yu, ...
Neuropsychopharmacology 43 (5), 1078-1087, 2018
Adaptive sparse multiple canonical correlation analysis with application to imaging (epi) genomics study of schizophrenia
W Hu, D Lin, S Cao, J Liu, J Chen, VD Calhoun, YP Wang
IEEE Transactions on Biomedical Engineering 65 (2), 390-399, 2017
Characterization of cross-tissue genetic-epigenetic effects and their patterns in schizophrenia
D Lin, J Chen, N Perrone-Bizzozero, JR Bustillo, Y Du, VD Calhoun, J Liu
Genome medicine 10, 1-12, 2018
A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function
VM Vergara, A Ulloa, VD Calhoun, D Boutte, J Chen, J Liu
Neuroimage 98, 386-394, 2014
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