相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
Paul M. Thompson et al.
BRAIN IMAGING AND BEHAVIOR (2014)
Methylation Patterns in Whole Blood Correlate With Symptoms in Schizophrenia Patients
Jingyu Liu et al.
SCHIZOPHRENIA BULLETIN (2014)
Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis
Jordan W. Smoller et al.
LANCET (2013)
Three-way (N-way) fusion of brain imaging data based on mCCA plus jICA and its application to discriminating schizophrenia
Jing Sui et al.
NEUROIMAGE (2013)
Guided exploration of genomic risk for gray matter abnormalities in schizophrenia using parallel independent component analysis with reference
Jiayu Chen et al.
NEUROIMAGE (2013)
A Simple and Computationally Efficient Approach to Multifactor Dimensionality Reduction Analysis of Gene-Gene Interactions for Quantitative Traits
Jiang Gui et al.
PLOS ONE (2013)
Brain vs Behavior: An Effect Size Comparison of Neuroimaging and Cognitive Studies of Genetic Risk for Schizophrenia
Emma Jane Rose et al.
SCHIZOPHRENIA BULLETIN (2013)
Cumulative Genetic Risk and Prefrontal Activity in Patients With Schizophrenia
Esther Walton et al.
SCHIZOPHRENIA BULLETIN (2013)
Random forests on distance matrices for imaging genetics studies
Aaron Sim et al.
STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY (2013)
Association of genetic copy number variations at 11 q14.2 with brain regional volume differences in an alcohol use disorder population
David Boutte et al.
ALCOHOL (2012)
Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort
Hua Wang et al.
BIOINFORMATICS (2012)
Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning
Hua Wang et al.
BIOINFORMATICS (2012)
A novel method to identify high order gene-gene interactions in genome-wide association studies: Gene-based MDR
Sohee Oh et al.
BMC BIOINFORMATICS (2012)
Parallel ICA identifies sub-components of resting state networks that covary with behavioral indices
Timothy B. Meier et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2012)
An ICA with reference approach in identification of genetic variation and associated brain networks
Jingyu Liu et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2012)
Projection Regression Models for Multivariate Imaging Phenotype
Ja-an Lin et al.
GENETIC EPIDEMIOLOGY (2012)
A review of multivariate methods for multimodal fusion of brain imaging data
Jing Sui et al.
JOURNAL OF NEUROSCIENCE METHODS (2012)
A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's disease in the ADNI cohort
Shashwath A. Meda et al.
NEUROIMAGE (2012)
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares
Edith Le Floch et al.
NEUROIMAGE (2012)
Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease
Maria Vounou et al.
NEUROIMAGE (2012)
The future of fMRI and genetics research
Andreas Meyer-Lindenberg
NEUROIMAGE (2012)
Multifaceted genomic risk for brain function in schizophrenia
Jiayu Chen et al.
NEUROIMAGE (2012)
Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression
Matt Silver et al.
NEUROIMAGE (2012)
A Pilot Study on Collective Effects of 22q13.31 Deletions on Gray Matter Concentration in Schizophrenia
Jingyu Liu et al.
PLOS ONE (2012)
The influence of polygenic risk for bipolar disorder on neural activation assessed using fMRI
H. C. Whalley et al.
TRANSLATIONAL PSYCHIATRY (2012)
Comparison of Invariant NKT Cells with Conventional T Cells by Using Gene Set Enrichment Analysis (GSEA)
Sae Jin Oh et al.
Immune Network (2012)
Abundant Pleiotropy in Human Complex Diseases and Traits
Shanya Sivakumaran et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2011)
GATES: A Rapid and Powerful Gene-Based Association Test Using Extended Simes Procedure
Miao-Xin Li et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2011)
A Robust Multifactor Dimensionality Reduction Method for Detecting Gene-Gene Interactions with Application to the Genetic Analysis of Bladder Cancer Susceptibility
Jiang Gui et al.
ANNALS OF HUMAN GENETICS (2011)
Model-Based Multifactor Dimensionality Reduction for detecting epistasis in case-control data in the presence of noise
Tom Cattaert et al.
ANNALS OF HUMAN GENETICS (2011)
Rare Copy Number Deletions Predict Individual Variation in Human Brain Metabolite Concentrations in Individuals with Alcohol Use Disorders
Ronald A. Yeo et al.
BIOLOGICAL PSYCHIATRY (2011)
SNP-based pathway enrichment analysis for genome-wide association studies
Lingjie Weng et al.
BMC BIOINFORMATICS (2011)
Characterizing genetic interactions in human disease association studies using statistical epistasis networks
Ting Hu et al.
BMC BIOINFORMATICS (2011)
Significance testing in ridge regression for genetic data
Erika Cule et al.
BMC BIOINFORMATICS (2011)
Intermediate phenotypes in psychiatric disorders
Roberta Rasetti et al.
CURRENT OPINION IN GENETICS & DEVELOPMENT (2011)
Comparison of Multi-Subject ICA Methods for Analysis of fMRI Data
Erik Barry Erhardt et al.
HUMAN BRAIN MAPPING (2011)
Integrated Analysis of Gene Expression and Copy Number Data on Gene Shaving Using Independent Component Analysis
Jinhua Sheng et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2011)
Genome-wide association study identifies five new schizophrenia loci
Stephan Ripke et al.
NATURE GENETICS (2011)
False positives in neuroimaging genetics using voxel-based morphometry data
Matt Silver et al.
NEUROIMAGE (2011)
Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)
Roman Filipovych et al.
NEUROIMAGE (2011)
Genetics of human episodic memory: dealing with complexity
Andreas Papassotiropoulos et al.
TRENDS IN COGNITIVE SCIENCES (2011)
A Versatile Gene-Based Test for Genome-wide Association Studies
Jimmy Z. Liu et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2010)
Genetic Pathway-Based Hierarchical Clustering Analysis of Older Adults With Cognitive Complaints and Amnestic Mild Cognitive Impairment Using Clinical and Neuroimaging Phenotypes
Chantel D. Sloan et al.
AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS (2010)
Bioinformatics challenges for genome-wide association studies
Jason H. Moore et al.
BIOINFORMATICS (2010)
Genetic Associations of Brain Structural Networks in Schizophrenia: A Preliminary Study
Kanchana Jagannathan et al.
BIOLOGICAL PSYCHIATRY (2010)
A hybrid machine learning method for fusing fMRI and genetic data: combining both improves classification of schizophrenia
Honghui Yang et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2010)
Semiblind Spatial ICA of fMRI Using Spatial Constraints
Qiu-Hua Lin et al.
HUMAN BRAIN MAPPING (2010)
Canonical Correlation Analysis for Data Fusion and Group Inferences
Nicolle M. Correa et al.
IEEE SIGNAL PROCESSING MAGAZINE (2010)
Independent component analysis: Mining microarray data for fundamental human gene expression modules
Jesse M. Engreitz et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2010)
The IMAGEN study: reinforcement-related behaviour in normal brain function and psychopathology
G. Schumann et al.
MOLECULAR PSYCHIATRY (2010)
Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach
Maria Vounou et al.
NEUROIMAGE (2010)
A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia
Shashwath A. Meda et al.
NEUROIMAGE (2010)
Voxelwise genome-wide association study (vGWAS)
Jason L. Stein et al.
NEUROIMAGE (2010)
Evaluation of the Psoriasis Transcriptome across Different Studies by Gene Set Enrichment Analysis (GSEA)
Mayte Suarez-Farinas et al.
PLOS ONE (2010)
Identification of Genetic and Epigenetic Marks Involved in Population Structure
Jingyu Liu et al.
PLOS ONE (2010)
Recurrent Rearrangements in Synaptic and Neurodevelopmental Genes and Shared Biologic Pathways in Schizophrenia, Autism, and Mental Retardation
Audrey Guilmatre et al.
ARCHIVES OF GENERAL PSYCHIATRY (2009)
Genome-wide association analysis by lasso penalized logistic regression
Tong Tong Wu et al.
BIOINFORMATICS (2009)
Comparative study of gene set enrichment methods
Luca Abatangelo et al.
BMC BIOINFORMATICS (2009)
A Computationally Efficient Hypothesis Testing Method for Epistasis Analysis Using Multifactor Dimensionality Reduction
Kristine A. Pattin et al.
GENETIC EPIDEMIOLOGY (2009)
Genetic markers in the playground of multivariate analysis
T. Jombart et al.
HEREDITY (2009)
Combining fMRI and SNP Data to Investigate Connections Between Brain Function and Genetics Using Parallel ICA
Jingyu Liu et al.
HUMAN BRAIN MAPPING (2009)
Common polygenic variation contributes to risk of schizophrenia and bipolar disorder
Shaun M. Purcell et al.
NATURE (2009)
Genetic determinants of target and novelty-related event-related potentials in the auditory oddball response
Jingyu Liu et al.
NEUROIMAGE (2009)
A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data
Vince D. Calhoun et al.
NEUROIMAGE (2009)
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
Chris Hinrichs et al.
NEUROIMAGE (2009)
Correlation-based multivariate analysis of genetic influence on brain volume
David R. Hardoon et al.
NEUROSCIENCE LETTERS (2009)
Hippocampal Atrophy as a Quantitative Trait in a Genome-Wide Association Study Identifying Novel Susceptibility Genes for Alzheimer's Disease
Steven G. Potkin et al.
PLOS ONE (2009)
GSEA-SNP: applying gene set enrichment analysis to SNP data from genome-wide association studies
Marit Holden et al.
BIOINFORMATICS (2008)
A review of independent component analysis application to microarray gene expression data
Wei Kong et al.
BIOTECHNIQUES (2008)
A principal components regression approach to multilocus genetic association studies
Kai Wang et al.
GENETIC EPIDEMIOLOGY (2008)
Copy number variations and risk for schizophrenia in 22q11.2 deletion syndrome
Anne S. Bassett et al.
HUMAN MOLECULAR GENETICS (2008)
A parallel independent component analysis approach to investigate genomic influence on brain function
Jingyu Liu et al.
IEEE SIGNAL PROCESSING LETTERS (2008)
Independent vector analysis (IVA) for group fMRI processing of subcortical area
Jong-Hwan Lee et al.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY (2008)
False positives in imaging genetics
Andreas Meyer-Lindenberg et al.
NEUROIMAGE (2008)
Independent vector analysis (IVA): Multivariate approach for fMRI group study
Jong-Hwan Lee et al.
NEUROIMAGE (2008)
A projection pursuit algorithm to classify individuals using fMRI data: Application to schizophrenia
Oguz Demirci et al.
NEUROIMAGE (2008)
Estimating the number of independent components for functional magnetic resonance Imaging data
Yi-Ou Li et al.
HUMAN BRAIN MAPPING (2007)
Copy-number variation and association studies of human disease
Steven A. McCarroll et al.
NATURE GENETICS (2007)
A generalized combinatorial approach for detecting gene-by-gene and gene-by-environment interactions with application to nicotine dependence
Xiang-Yang Lou et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2007)
Neuroimaging endophenotypes: Strategies for finding genes influencing brain structure and function
David C. Glahn et al.
HUMAN BRAIN MAPPING (2007)
Intermediate phenotypes and genetic mechanisms of psychiatric disorders
Andreas Meyer-Lindenberg et al.
NATURE REVIEWS NEUROSCIENCE (2006)
Principal components analysis corrects for stratification in genome-wide association studies
Alkes L. Price et al.
NATURE GENETICS (2006)
Independent component analysis-based penalized discriminant method for tumor classification using gene expression data
De-Shuang Huang et al.
BIOINFORMATICS (2006)
Imaging genetics: Perspectives from studies of genetically driven variation in serotonin function and corticolimbic affective processing
Ahmad R. Hariri et al.
BIOLOGICAL PSYCHIATRY (2006)
A proteome analysis of the anterior cingulate cortex gray matter in schizophrenia
D Clark et al.
MOLECULAR PSYCHIATRY (2006)
Neuroimaging-genetic paradigms: A new approach to investigate the pathophysiology and treatment of cognitive deficits in schizophrenia
JL Roffman et al.
HARVARD REVIEW OF PSYCHIATRY (2006)
Unmixing fMRI with independent component analysis - Using ICA to characterize high-dimensional fMRI data in a concise manner
VD Calhoun et al.
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE (2006)
How does gene expression clustering work?
P D'haeseleer
NATURE BIOTECHNOLOGY (2005)
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
A Subramanian et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2005)
Identification of significant association and gene-gene interaction of GABA receptor subunit genes in autism
DQ Ma et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2005)
Source density-driven independent component analysis approach for fMRI data
BM Hong et al.
HUMAN BRAIN MAPPING (2005)
Semi-blind ICA of fMRI: a method for utilizing hypothesis-derived time courses in a spatial ICA analysis
VD Calhoun et al.
NEUROIMAGE (2005)
Tensorial extensions of independent component analysis for multisubject FMRI analysis
CF Beckmann et al.
NEUROIMAGE (2005)
Independent component analysis of fMRI group studies by self-organizing clustering
F Esposito et al.
NEUROIMAGE (2005)
A quantitative comparison of functional MRI cluster analysis
E Dimitriadou et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2004)
Comparison of three methods for generating group statistical inferences from independent component analysis of functional magnetic resonance imaging data
VJ Schmithorst et al.
JOURNAL OF MAGNETIC RESONANCE IMAGING (2004)
Probabilistic independent component analysis for functional magnetic resonance imaging
CF Beckmann et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2004)
Independent component analysis of microarray data in the study of endometrial cancer
SA Saidi et al.
ONCOGENE (2004)
Cluster analysis for gene expression data: A survey
DX Jiang et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2004)
Independent component analysis of functional MRI: what is signal and what is noise?
MJ McKeown et al.
CURRENT OPINION IN NEUROBIOLOGY (2003)
PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes
VK Mootha et al.
NATURE GENETICS (2003)
The endophenotype concept in psychiatry: Etymology and strategic intentions
II Gottesman et al.
AMERICAN JOURNAL OF PSYCHIATRY (2003)
New strategies for identifying gene-gene interactions in hypertension
JH Moore et al.
ANNALS OF MEDICINE (2002)
A method for making group inferences from functional MRI data using independent component analysis
VD Calhoun et al.
HUMAN BRAIN MAPPING (2001)
Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer
MD Ritchie et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2001)
Effect of COMT Val108/158 Met genotype on frontal lobe function and risk for schizophrenia
MF Egan et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2001)
Patterns of brain activation in people at risk for Alzheimer's disease
SY Bookheimer et al.
NEW ENGLAND JOURNAL OF MEDICINE (2000)
Cerebral metabolic and cognitive decline in persons at genetic risk for Alzheimer's disease
GW Small et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2000)
Genotype influences in vivo dopamine transporter availability in human striatum
A Heinz et al.
NEUROPSYCHOPHARMACOLOGY (2000)
分享论文
