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List of works by Jing Sui

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Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

scientific article
A review of multivariate methods for multimodal fusion of brain imaging data

scientific article
Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model

scientific article
Exploring the psychosis functional connectome: aberrant intrinsic networks in schizophrenia and bipolar disorder

scientific article published in 2011
Assessing dynamic brain graphs of time-varying connectivity in fMRI data: application to healthy controls and patients with schizophrenia

scientific article
Altered topological properties of functional network connectivity in schizophrenia during resting state: a small-world brain network study

scientific article
A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia

scientific article
Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness

scientific article
Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach

scientific article
An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques

scientific article
In search of multimodal neuroimaging biomarkers of cognitive deficits in schizophrenia

scientific article
Brain connectivity networks in schizophrenia underlying resting state functional magnetic resonance imaging

scientific article
Function-structure associations of the brain: evidence from multimodal connectivity and covariance studies

scientific article
A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders

scientific article
Disrupted correlation between low frequency power and connectivity strength of resting state brain networks in schizophrenia

scientific article published on 20 November 2012
Modular Organization of Functional Network Connectivity in Healthy Controls and Patients with Schizophrenia during the Resting State

scientific article published on January 2011
Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia

scientific article
Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task

scientific article published on 8 February 2011
A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia

scientific article
Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis

scientific article published on 13 October 2017
Artifact removal in the context of group ICA: A comparison of single-subject and group approaches

scientific article published on 21 December 2015
Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA

scientific article
Altered small-world brain networks in schizophrenia patients during working memory performance

scientific article
Identification of imaging biomarkers in schizophrenia: a coefficient-constrained independent component analysis of the mind multi-site schizophrenia study

scientific article published on December 2010
Source-based morphometry analysis of group differences in fractional anisotropy in schizophrenia

scientific article published on January 2011
Guided exploration of genomic risk for gray matter abnormalities in schizophrenia using parallel independent component analysis with reference

scientific article published on 28 May 2013
Resting-state functional network connectivity in prefrontal regions differs between unmedicated patients with bipolar and major depressive disorders

scientific article
Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia

scientific article
Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data

scientific article
A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework

scientific article published on September 2009
Identification of genetic and epigenetic marks involved in population structure

scientific article
Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion

scientific article published in Nature Communications
A selective review of multimodal fusion methods in schizophrenia

scientific article
State-related functional integration and functional segregation brain networks in schizophrenia

scientific article
Machine learning in major depression: From classification to treatment outcome prediction

scientific article published on 23 August 2018
Comparing brain graphs in which nodes are regions of interest or independent components: A simulation study

scientific article published on 11 August 2017
Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data

scientific article
Identifying dynamic functional connectivity biomarkers using GIG-ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder

scientific article
Multimodal Fusion with Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia

scientific article published on 11 July 2017
Multimodal Classification of Schizophrenia Patients with MEG and fMRI Data Using Static and Dynamic Connectivity Measures

scientific article
Exploring difference and overlap between schizophrenia, schizoaffective and bipolar disorders using resting-state brain functional networks

scientific article published on August 2014
Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism

scientific article published on 06 June 2018
Cross-Tissue Exploration of Genetic and Epigenetic Effects on Brain Gray Matter in Schizophrenia

scientific article published on 17 May 2017
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets

scientific article
MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder

scientific article published on 2 February 2018
Building an EEG-fMRI Multi-Modal Brain Graph: A Concurrent EEG-fMRI Study

scientific article published on 28 September 2016
Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia

scientific article
Combination of FMRI-SMRI-EEG data improves discrimination of schizophrenia patients by ensemble feature selection

scientific article
Co-altered functional networks and brain structure in unmedicated patients with bipolar and major depressive disorders

scientific article published on 09 June 2017
Connectome-based individualized prediction of temperament trait scores

scientific article published on 17 August 2018

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