|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
|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
|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
|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
|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
|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
|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
|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
|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
|A review of multivariate analyses in imaging genetics|
J Liu, VD Calhoun
Frontiers in neuroinformatics 8, 29, 2014
|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
|Recovery of correlated neuronal sources from EEG: the good and bad ways of using SOBI|
AC Tang, JY Liu, MT Sutherland
Neuroimage 28 (2), 507-519, 2005
|Disrupted correlation between low frequency power and connectivity strength of resting state brain networks in schizophrenia|
Q Yu, J Sui, J Liu, SM Plis, KA Kiehl, G Pearlson, VD Calhoun
Schizophrenia research 143 (1), 165-171, 2013
|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
|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
|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, VD Calhoun, J Liu
Frontiers in genetics 6, 276, 2015
|Prefrontal inefficiency is associated with polygenic risk for schizophrenia|
E Walton, D Geisler, PH Lee, J Hass, JA Turner, J Liu, SR Sponheim, ...
Schizophrenia bulletin 40 (6), 1263-1271, 2014
|Rare copy number deletions predict individual variation in intelligence|
RA Yeo, SW Gangestad, J Liu, VD Calhoun, KE Hutchison
PloS one 6 (1), e16339, 2011