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List of works by Jingyu Liu

1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans

scientific article published on 22 March 2021

A Genome-Wide Association Study Suggests Novel Loci Associated with a Schizophrenia-Related Brain-Based Phenotype

scientific article

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

scientific article

A Parallel Independent Component Analysis Approach to Investigate Genomic Influence on Brain Function

scientific article published on January 2008

A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study

scientific article published on 06 October 2018

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 large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's disease in the ADNI cohort

scientific article published on 8 January 2012

A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia

scientific article

A pilot study on collective effects of 22q13.31 deletions on gray matter concentration in schizophrenia

scientific article

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

scientific article published on 31 May 2016

A pipeline for copy number variation detection based on principal component analysis

scientific article

A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance images.

scientific article published in August 2014

A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data

scientific article

A review of multivariate analyses in imaging genetics

scientific article

A study of the influence of sex on genome wide methylation

scientific article

A symptom-based continuum of psychosis explains cognitive and real-world functional deficits better than traditional diagnoses

scientific article published on 31 January 2019

A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function

scientific article

Adaptive Sparse Multiple Canonical Correlation Analysis With Application to Imaging (Epi)Genomics Study of Schizophrenia

scientific article

An ICA with reference approach in identification of genetic variation and associated brain networks

scientific article published on 22 February 2012

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 biological pathways and systems in common complex disorders

scientific article

Association of GRM3 polymorphism with white matter integrity in schizophrenia

scientific article

Association of genetic copy number variations at 11 q14.2 with brain regional volume differences in an alcohol use disorder population

scientific article

Associations between DNA methylation and schizophrenia-related intermediate phenotypes - a gene set enrichment analysis

scientific article

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

scientific article published on 04 May 2015

Cognitive Control, Learning, and Clinical Motor Ratings Are Most Highly Associated with Basal Ganglia Brain Volumes in the Premanifest Huntington's Disease Phenotype

scientific article published on February 2017

Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA.

scientific article

Components of cross-frequency modulation in health and disease

scientific article

Concurrent Cross-Sectional and Longitudinal Analyses of Multivariate White Matter Profiles and Clinical Functioning in Pre-Diagnosis Huntington Disease

scientific article published on 01 January 2019

Correspondence of DNA Methylation Between Blood and Brain Tissue and Its Application to Schizophrenia Research

scientific article published on 8 June 2015

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

scientific article published on 17 May 2017

Disconnected and Hyperactive: A Replication of Sensorimotor Cortex Abnormalities in Patients With Schizophrenia During Proactive Response Inhibition

scientific article published on 01 April 2019

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 network connectivity in Huntington's disease and its associations with motor and cognitive measures

scientific article published on 07 January 2019

EXTRACTING PRINCIPLE COMPONENTS FOR DISCRIMINANT ANALYSIS OF FMRI IMAGES.

scientific article

Effect of homozygous deletions at 22q13.1 on alcohol dependence severity and cue-elicited BOLD response in the precuneus

scientific article published on 13 October 2011

Epigenome-wide meta-analysis of blood DNA methylation and its association with subcortical volumes: findings from the ENIGMA Epigenetics Working Group

scientific article published on 06 December 2019

Erratum to “A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's Disease in the ADNI cohort” [Neuroimage 60/3(2012) 1608–1621]

scholarly article published in NeuroImage

Exploration of scanning effects in multi-site structural MRI studies

scientific article

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

scientific article published on August 2014

G-protein genomic association with normal variation in gray matter density

scientific article published on 7 August 2015

Genetic associations of brain structural networks in schizophrenia: a preliminary study

scientific article

Genetic determinants of target and novelty-related event-related potentials in the auditory oddball response

scientific article

Genetic influences on cognitive endophenotypes in schizophrenia

scientific article

Genetic markers of white matter integrity in schizophrenia revealed by parallel ICA.

scientific article

Genetics Modulate Gray Matter Variation Beyond Disease Burden in Prodromal Huntington's Disease

scientific article published on 29 March 2018

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 and Low Levels of an NTRK2-Driven Genetic Profile Affect Motor- and Cognition-Associated Frontal Gray Matter in Prodromal Huntington's Disease

article by Jennifer A Ciarochi et al published 22 June 2018 in Brain sciences

ICA order selection based on consistency: application to genotype data

scientific article

Identification of genetic and epigenetic marks involved in population structure

scientific article

Independent component analysis of SNPs reflects polygenic risk scores for schizophrenia

scientific article

Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls

scientific article published on 23 February 2009

Longitudinal epigenetic predictors of amygdala:hippocampus volume ratio

scientific article published on 8 May 2017

MB-COMT promoter DNA methylation is associated with working-memory processing in schizophrenia patients and healthy controls

scientific article

Memory Efficient PCA Methods for Large Group ICA.

scientific article

Methylation patterns in whole blood correlate with symptoms in schizophrenia patients

scientific article

Multifaceted genomic risk for brain function in schizophrenia

scientific article

Multimodal Neuroimaging in Schizophrenia: Description and Dissemination.

scientific article published on 15 August 2017

Multivariate Imaging Genetics Study of MRI Gray Matter Volume and SNPs Reveals Biological Pathways Correlated with Brain Structural Differences in Attention Deficit Hyperactivity Disorder

scientific article published on 25 July 2016

N-BiC: A Method for Multi-Component and Symptom Biclustering of Structural MRI Data: Application to Schizophrenia

scientific article published on 01 April 2019

Neural correlates of cognitive function and symptoms in attention-deficit/hyperactivity disorder in adults.

scientific article published on 2 May 2018

Opposite Epigenetic Associations With Alcohol Use and Exercise Intervention

scientific article published on 15 November 2018

Parallel ICA identifies sub-components of resting state networks that covary with behavioral indices

scientific article

Parallel ICA with multiple references: a semi-blind multivariate approach

scientific article published on January 2014

Parallel group ICA+ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia

scientific article published on 16 May 2019

Patterns of Co-Occurring Gray Matter Concentration Loss across the Huntington Disease Prodrome

scientific article published on 21 September 2016

Patterns of Gray Matter Abnormalities in Schizophrenia Based on an International Mega-analysis

scientific article

Positive and general psychopathology associated with specific gray matter reductions in inferior temporal regions in patients with schizophrenia

scientific article published on 26 February 2019

Prefrontal inefficiency is associated with polygenic risk for schizophrenia

scientific article

Rare copy number deletions predict individual variation in human brain metabolite concentrations in individuals with alcohol use disorders

scientific article

Rare copy number deletions predict individual variation in intelligence

scientific article

Regional enrichment analyses on genetic profiles for schizophrenia and bipolar disorder

scientific article published on 22 April 2017

Risk-Conferring Glutamatergic Genes and Brain Glutamate Plus Glutamine in Schizophrenia

scientific article

Semiblind spatial ICA of fMRI using spatial constraints

scientific article

Sparse Canonical Correlation Analysis Applied to fMRI and Genetic Data Fusion

scientific article published on 01 December 2010

Susceptibility-based functional brain mapping by 3D deconvolution of an MR-phase activation map.

scientific article published on 22 March 2013

The association of DNA methylation and brain volume in healthy individuals and schizophrenia patients

scientific article

The impact of copy number deletions on general cognitive ability and ventricle size in patients with schizophrenia and healthy control subjects

scientific article published on 11 December 2012

The impact of genome-wide supported schizophrenia risk variants in the neurogranin gene on brain structure and function

scientific article

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

scientific article

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

scientific article published in March 2018

Whole-brain connectivity in a large study of Huntington's disease gene mutation carriers and healthy controls

scientific article published in January 2018

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