Jingyu Liu
Jingyu Liu
Associate Professor at Computer Science, TReNDS center ,Georgia State University
Verified email at
Cited by
Cited by
A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data
VD Calhoun, J Liu, T Adalı
Neuroimage 45 (1), S163-S172, 2009
A study of the influence of sex on genome wide methylation
J Liu, M Morgan, K Hutchison, VD Calhoun
PloS one 5 (4), e10028, 2010
Correspondence of DNA methylation between blood and brain tissue and its application to schizophrenia research
E Walton, J Hass, J Liu, JL Roffman, F Bernardoni, V Roessner, M Kirsch, ...
Schizophrenia bulletin 42 (2), 406-414, 2016
Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA
J Liu, G Pearlson, A Windemuth, G Ruano, NI Perrone‐Bizzozero, ...
Human brain mapping 30 (1), 241-255, 2009
Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model
J Sui, G Pearlson, A Caprihan, T Adali, KA Kiehl, J Liu, J Yamamoto, ...
Neuroimage 57 (3), 839-855, 2011
A hybrid machine learning method for fusing fMRI and genetic data: combining both improves classification of schizophrenia
H Yang, J Liu, J Sui, G Pearlson, VD Calhoun
Frontiers in human neuroscience 4, 192, 2010
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
Semiblind spatial ICA of fMRI using spatial constraints
QH Lin, J Liu, YR Zheng, H Liang, VD Calhoun
Human brain mapping 31 (7), 1076-1088, 2010
Multimodal neuroimaging in schizophrenia: description and dissemination
CJ Aine, HJ Bockholt, JR Bustillo, JM Caņive, A Caprihan, C Gasparovic, ...
Neuroinformatics 15, 343-364, 2017
A review of multivariate analyses in imaging genetics
J Liu, VD Calhoun
Frontiers in neuroinformatics 8, 29, 2014
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
Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients …
O Demirci, MC Stevens, NC Andreasen, A Michael, J Liu, T White, ...
Neuroimage 46 (2), 419-431, 2009
A large scale multivariate parallel ICA method reveals novel imaging–genetic relationships for Alzheimer's disease in the ADNI cohort
SA Meda, B Narayanan, J Liu, NI Perrone-Bizzozero, MC Stevens, ...
Neuroimage 60 (3), 1608-1621, 2012
A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders
Y Du, GD Pearlson, J Liu, J Sui, Q Yu, H He, E Castro, VD Calhoun
Neuroimage 122, 272-280, 2015
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
A CCA+ ICA based model for multi-task brain imaging data fusion and its application to schizophrenia
J Sui, T Adali, G Pearlson, H Yang, SR Sponheim, T White, VD Calhoun
Neuroimage 51 (1), 123-134, 2010
Components of cross-frequency modulation in health and disease
EA Allen, J Liu, KA Kiehl, J Gelernter, GD Pearlson, NI Perrone-Bizzozero, ...
Frontiers in systems neuroscience 5, 59, 2011
Alterations of resting state functional network connectivity in the brain of nicotine and alcohol users
VM Vergara, J Liu, ED Claus, K Hutchison, V Calhoun
Neuroimage 151, 45-54, 2017
An introductory review of parallel independent component analysis (p-ICA) and a guide to applying p-ICA to genetic data and imaging phenotypes to identify disease-associated …
GD Pearlson, J Liu, VD Calhoun
Frontiers in genetics 6, 276, 2015
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