- Home
- Publications
- Publication Search
- Publication Details
Title
A review of multivariate analyses in imaging genetics
Authors
Keywords
-
Journal
Frontiers in Neuroinformatics
Volume 8, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2014-03-26
DOI
10.3389/fninf.2014.00029
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
- (2014) Paul M. Thompson et al. Brain Imaging and Behavior
- Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis
- (2013) LANCET
- Guided exploration of genomic risk for gray matter abnormalities in schizophrenia using parallel independent component analysis with reference
- (2013) Jiayu Chen et al. NEUROIMAGE
- A Simple and Computationally Efficient Approach to Multifactor Dimensionality Reduction Analysis of Gene-Gene Interactions for Quantitative Traits
- (2013) Jiang Gui et al. PLoS One
- Methylation Patterns in Whole Blood Correlate With Symptoms in Schizophrenia Patients
- (2013) Jingyu Liu et al. SCHIZOPHRENIA BULLETIN
- Random forests on distance matrices for imaging genetics studies
- (2013) Aaron Sim et al. Statistical Applications in Genetics and Molecular Biology
- Association of genetic copy number variations at 11 q14.2 with brain regional volume differences in an alcohol use disorder population
- (2012) David Boutte et al. ALCOHOL
- Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning
- (2012) H. Wang et al. BIOINFORMATICS
- A novel method to identify high order gene-gene interactions in genome-wide association studies: Gene-based MDR
- (2012) Sohee Oh et al. BMC BIOINFORMATICS
- Parallel ICA identifies sub-components of resting state networks that covary with behavioral indices
- (2012) Timothy B. Meier et al. Frontiers in Human Neuroscience
- An ICA with reference approach in identification of genetic variation and associated brain networks
- (2012) Jingyu Liu et al. Frontiers in Human Neuroscience
- Projection Regression Models for Multivariate Imaging Phenotype
- (2012) Ja-an Lin et al. GENETIC EPIDEMIOLOGY
- A large scale multivariate parallel ICA method reveals novel imaging–genetic relationships for Alzheimer's disease in the ADNI cohort
- (2012) Shashwath A. Meda et al. NEUROIMAGE
- Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares
- (2012) Édith Le Floch et al. NEUROIMAGE
- Multifaceted genomic risk for brain function in schizophrenia
- (2012) Jiayu Chen et al. NEUROIMAGE
- Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression
- (2012) Matt Silver et al. NEUROIMAGE
- Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia
- (2012) Jing Sui et al. NEUROIMAGE
- A Pilot Study on Collective Effects of 22q13.31 Deletions on Gray Matter Concentration in Schizophrenia
- (2012) Jingyu Liu et al. PLoS One
- Gene Size Matters
- (2012) Alexandra Mirina et al. PLoS One
- Brain vs Behavior: An Effect Size Comparison of Neuroimaging and Cognitive Studies of Genetic Risk for Schizophrenia
- (2012) E. J. Rose et al. SCHIZOPHRENIA BULLETIN
- Cumulative Genetic Risk and Prefrontal Activity in Patients With Schizophrenia
- (2012) Esther Walton et al. SCHIZOPHRENIA BULLETIN
- The influence of polygenic risk for bipolar disorder on neural activation assessed using fMRI
- (2012) H C Whalley et al. Translational Psychiatry
- Comparison of Invariant NKT Cells with Conventional T Cells by Using Gene Set Enrichment Analysis (GSEA)
- (2012) Sae Jin Oh et al. Immune Network
- Abundant Pleiotropy in Human Complex Diseases and Traits
- (2011) Shanya Sivakumaran et al. AMERICAN JOURNAL OF HUMAN GENETICS
- GATES: A Rapid and Powerful Gene-Based Association Test Using Extended Simes Procedure
- (2011) Miao-Xin Li et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort
- (2011) Hua Wang et al. BIOINFORMATICS
- Rare Copy Number Deletions Predict Individual Variation in Human Brain Metabolite Concentrations in Individuals with Alcohol Use Disorders
- (2011) Ronald A. Yeo et al. BIOLOGICAL PSYCHIATRY
- SNP-based pathway enrichment analysis for genome-wide association studies
- (2011) Lingjie Weng et al. BMC BIOINFORMATICS
- Characterizing genetic interactions in human disease association studies using statistical epistasis networks
- (2011) Ting Hu et al. BMC BIOINFORMATICS
- Significance testing in ridge regression for genetic data
- (2011) Erika Cule et al. BMC BIOINFORMATICS
- Intermediate phenotypes in psychiatric disorders
- (2011) Roberta Rasetti et al. CURRENT OPINION IN GENETICS & DEVELOPMENT
- Integrated Analysis of Gene Expression and Copy Number Data on Gene Shaving Using Independent Component Analysis
- (2011) Jinhua Sheng et al. IEEE-ACM Transactions on Computational Biology and Bioinformatics
- A review of multivariate methods for multimodal fusion of brain imaging data
- (2011) Jing Sui et al. JOURNAL OF NEUROSCIENCE METHODS
- Genome-wide association study identifies five new schizophrenia loci
- (2011) NATURE GENETICS
- Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)
- (2011) Roman Filipovych et al. NEUROIMAGE
- Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease
- (2011) Maria Vounou et al. NEUROIMAGE
- The future of fMRI and genetics research
- (2011) Andreas Meyer-Lindenberg NEUROIMAGE
- Genetics of human episodic memory: dealing with complexity
- (2011) Andreas Papassotiropoulos et al. TRENDS IN COGNITIVE SCIENCES
- A Versatile Gene-Based Test for Genome-wide Association Studies
- (2010) Jimmy Z. Liu et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Genetic pathway-based hierarchical clustering analysis of older adults with cognitive complaints and amnestic mild cognitive impairment using clinical and neuroimaging phenotypes
- (2010) Chantel D. Sloan et al. AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS
- A Robust Multifactor Dimensionality Reduction Method for Detecting Gene-Gene Interactions with Application to the Genetic Analysis of Bladder Cancer Susceptibility
- (2010) Jiang Gui et al. ANNALS OF HUMAN GENETICS
- Model-Based Multifactor Dimensionality Reduction for detecting epistasis in case-control data in the presence of noise
- (2010) Tom Cattaert et al. ANNALS OF HUMAN GENETICS
- Bioinformatics challenges for genome-wide association studies
- (2010) J. H. Moore et al. BIOINFORMATICS
- Genetic Associations of Brain Structural Networks in Schizophrenia: A Preliminary Study
- (2010) Kanchana Jagannathan et al. BIOLOGICAL PSYCHIATRY
- A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia
- (2010) Honghui Yang et al. Frontiers in Human Neuroscience
- Comparison of multi-subject ICA methods for analysis of fMRI data
- (2010) Erik Barry Erhardt et al. HUMAN BRAIN MAPPING
- Canonical Correlation Analysis for Data Fusion and Group Inferences
- (2010) Nicolle Correa et al. IEEE SIGNAL PROCESSING MAGAZINE
- Independent component analysis: Mining microarray data for fundamental human gene expression modules
- (2010) Jesse M. Engreitz et al. JOURNAL OF BIOMEDICAL INFORMATICS
- The IMAGEN study: reinforcement-related behaviour in normal brain function and psychopathology
- (2010) G Schumann et al. MOLECULAR PSYCHIATRY
- Imaging genetics—days of future past
- (2010) Kristin L. Bigos et al. NEUROIMAGE
- Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach
- (2010) Maria Vounou et al. NEUROIMAGE
- Voxelwise genome-wide association study (vGWAS)
- (2010) Jason L. Stein et al. NEUROIMAGE
- False positives in neuroimaging genetics using voxel-based morphometry data
- (2010) Matt Silver et al. NEUROIMAGE
- Evaluation of the Psoriasis Transcriptome across Different Studies by Gene Set Enrichment Analysis (GSEA)
- (2010) Mayte Suárez-Fariñas et al. PLoS One
- Identification of Genetic and Epigenetic Marks Involved in Population Structure
- (2010) Jingyu Liu et al. PLoS One
- Recurrent Rearrangements in Synaptic and Neurodevelopmental Genes and Shared Biologic Pathways in Schizophrenia, Autism, and Mental Retardation
- (2009) Audrey Guilmatre et al. ARCHIVES OF GENERAL PSYCHIATRY
- Genome-wide association analysis by lasso penalized logistic regression
- (2009) Tong Tong Wu et al. BIOINFORMATICS
- Comparative study of gene set enrichment methods
- (2009) Luca Abatangelo et al. BMC BIOINFORMATICS
- Genetic markers in the playground of multivariate analysis
- (2009) T Jombart et al. HEREDITY
- Semiblind spatial ICA of fMRI using spatial constraints
- (2009) Qiu-Hua Lin et al. HUMAN BRAIN MAPPING
- Common polygenic variation contributes to risk of schizophrenia and bipolar disorder
- (2009) Shaun M. Purcell et al. NATURE
- Genetic determinants of target and novelty-related event-related potentials in the auditory oddball response
- (2009) Jingyu Liu et al. NEUROIMAGE
- Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
- (2009) Chris Hinrichs et al. NEUROIMAGE
- A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia
- (2009) Shashwath A. Meda et al. NEUROIMAGE
- Hippocampal Atrophy as a Quantitative Trait in a Genome-Wide Association Study Identifying Novel Susceptibility Genes for Alzheimer's Disease
- (2009) Steven G. Potkin et al. PLoS One
- GSEA-SNP: applying gene set enrichment analysis to SNP data from genome-wide association studies
- (2008) Marit Holden et al. BIOINFORMATICS
- A review of independent component analysis application to microarray gene expression data
- (2008) Wei Kong et al. BIOTECHNIQUES
- A computationally efficient hypothesis testing method for epistasis analysis using multifactor dimensionality reduction
- (2008) Kristine A. Pattin et al. GENETIC EPIDEMIOLOGY
- Copy number variations and risk for schizophrenia in 22q11.2 deletion syndrome
- (2008) Anne S. Bassett et al. HUMAN MOLECULAR GENETICS
- A Parallel Independent Component Analysis Approach to Investigate Genomic Influence on Brain Function
- (2008) Jingyu Liu et al. IEEE SIGNAL PROCESSING LETTERS
- Independent vector analysis (IVA) for group fMRI processing of subcortical area
- (2008) Jong-Hwan Lee et al. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
- False positives in imaging genetics
- (2008) Andreas Meyer-Lindenberg et al. NEUROIMAGE
- A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data
- (2008) Vince D. Calhoun et al. NEUROIMAGE
- Correlation-based multivariate analysis of genetic influence on brain volume
- (2008) David R. Hardoon et al. NEUROSCIENCE LETTERS
- A principal components regression approach to multilocus genetic association studies
- (2007) Kai Wang et al. GENETIC EPIDEMIOLOGY
- Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA
- (2007) Jingyu Liu et al. HUMAN BRAIN MAPPING
- Independent vector analysis (IVA): Multivariate approach for fMRI group study
- (2007) Jong-Hwan Lee et al. NEUROIMAGE
- A projection pursuit algorithm to classify individuals using fMRI data: Application to schizophrenia
- (2007) Oguz Demirci et al. NEUROIMAGE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started