| 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 | 441 | 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 | 286 | 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 | 238 | 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 | 187 | 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 | 156 | 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 | 154 | 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 | 143 | 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 | 139 | 2018 |
| 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 | 135 | 2019 |
| 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 | 133 | 2013 |
| 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 | 115 | 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 | 106 | 2019 |
| 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 | 104 | 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 | 80 | 2018 |
| 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 | 79 | 2017 |
| 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 | 64 | 2017 |
| 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 | 62 | 2018 |
| 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 | 61 | 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 | 60 | 2013 |
| 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 | 59 | 2014 |
