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List of works by Jing Sui

A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia

scientific article

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

scientific article

A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population

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

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

scientific article published on September 2009

A method for building a genome-connectome bipartite graph model

scientific article published on 19 March 2019

A pilot study on commonality and specificity of copy number variants in schizophrenia and bipolar disorder.

scientific article published on 31 May 2016

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

scientific article

A selective review of multimodal fusion methods in schizophrenia

scientific article

Abnormal Dynamic Functional Network Connectivity and Graph Theoretical Analysis in Major Depressive Disorder

scientific article published on 01 July 2018

Age-related structural and functional variations in 5,967 individuals across the adult lifespan

scientific article published on 26 December 2019

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

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

Altered static and dynamic functional network connectivity in Alzheimer's disease and subcortical ischemic vascular disease: shared and specific brain connectivity abnormalities

scientific article published on 05 April 2019

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

scientific article

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

scientific article

An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data

scientific article published in 2022

Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs

scientific article published on 25 April 2018

Artifact removal in the context of group ICA: A comparison of single-subject and group approaches

scientific article published on 21 December 2015

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

scientific article

Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling

scientific article published on 27 July 2016

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

scientific article

Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia.

scientific article published on 31 May 2019

Brain functional networks extraction based on fMRI artifact removal: Single subject and group approaches

scientific article published on August 2014

Building an EEG-fMRI Multi-Modal Brain Graph: A Concurrent EEG-fMRI Study

scientific article published on 28 September 2016

CREB-BDNF pathway influences alcohol cue-elicited activation in drinkers

scientific article published on 04 May 2015

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

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

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

scientific article

Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA

scientific article

Comparing brain graphs in which nodes are regions of interest or independent components: A simulation study

scientific article published on 11 August 2017

Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data

scientific article

Connectome-based individualized prediction of temperament trait scores

scientific article published on 17 August 2018

Cross-Tissue Exploration of Genetic and Epigenetic Effects on Brain Gray Matter in Schizophrenia

scientific article published on 17 May 2017

DATA-DRIVEN CLUSTER SELECTION FOR SUBCORTICAL SHAPE AND CORTICAL THICKNESS PREDICTS RECOVERY FROM DEPRESSIVE SYMPTOMS

scientific article published on 01 April 2017

Determining Electroconvulsive Therapy Response With Machine Learning.

scientific article published on 4 May 2016

Determining four confounding factors in individual cognitive traits prediction with functional connectivity: an exploratory study

scientific article published in 2022

Discriminating ADHD From Healthy Controls Using a Novel Feature Selection Method Based on Relative Importance and Ensemble Learning

scientific article published on 01 July 2018

Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data

scientific article

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

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

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

scientific article published on 13 October 2017

Dynamic functional network reconfiguration underlying the pathophysiology of schizophrenia and autism spectrum disorder

scientific article published on 23 September 2020

Effect of the SIRT1 gene on regional cortical grey matter density in the Han Chinese population

article

Electroconvulsive therapy treatment responsive multimodal brain networks

scientific article published on 06 January 2020

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

scientific article published on August 2014

Exploring different impaired speed of genetic-related brain function and structures in schizophrenic progress using multimodal analysis*

scientific article published on 01 July 2018

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

scientific article published in 2011

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

scientific article

Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores

scientific article published on 01 March 2020

Group ICA for identifying biomarkers in schizophrenia: ‘Adaptive’ networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression

scientific article published on 05 March 2019

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

High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia

scientific article published on 20 July 2013

Identification of genetic and epigenetic marks involved in population structure

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

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

scientific article

Identifying functional network changing patterns in individuals at clinical high-risk for psychosis and patients with early illness schizophrenia: A group ICA study.

scientific article published on 19 October 2017

Impact of delivery characteristics on dose delivery accuracy of volumetric modulated arc therapy for different treatment sites

scientific article published on 01 October 2019

In search of multimodal brain alterations in Alzheimer's and Binswanger's disease

scientific article published on 15 July 2019

In search of multimodal neuroimaging biomarkers of cognitive deficits in schizophrenia

scientific article

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

scientific article

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

scientific article published on 23 August 2018

MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder

scientific article published on 2 February 2018

Modular Organization of Functional Network Connectivity in Healthy Controls and Patients with Schizophrenia during the Resting State

scientific article published on January 2011

Multi-subject fMRI analysis via combined independent component analysis and shift-invariant canonical polyadic decomposition

scientific article published on 28 August 2015

Multimodal Classification of Schizophrenia Patients with MEG and fMRI Data Using Static and Dynamic Connectivity Measures

scientific article

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

scientific article published on 11 July 2017

Multimodal data revealed different neurobiological correlates of intelligence between males and females

scientific article published on 05 July 2019

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

scientific article

Multimodal neural correlates of cognitive control in the Human Connectome Project

scientific article published on 31 August 2017

Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion

scientific article published in Nature Communications

Network modules linking expression and methylation in prefrontal cortex of schizophrenia

scientific article published on 20 October 2020

Opposite Epigenetic Associations With Alcohol Use and Exercise Intervention

scientific article published on 15 November 2018

Plasma metabolomics and clinical predictors of survival differences in COPD patients

scientific article published on 15 October 2019

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

scientific article

Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data

scientific article published on 06 November 2019

Resting-state functional network connectivity in prefrontal regions differs between unmedicated patients with bipolar and major depressive disorders

scientific article

SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets

scientific article

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

scientific article

Source-based morphometry analysis of group differences in fractional anisotropy in schizophrenia

scientific article published on January 2011

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

scientific article

Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia

scientific article

Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships

scientific article published on 18 November 2019

The relevance of transdiagnostic shared networks to the severity of symptoms and cognitive deficits in schizophrenia: a multimodal brain imaging fusion study

scientific article published on 18 May 2020

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

scientific article

Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia

scientific article

Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism

scientific article published on 06 June 2018

Variability in Resting State Network and Functional Network Connectivity Associated With Schizophrenia Genetic Risk: A Pilot Study.

scientific article published in March 2018

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