Group sparse canonical correlation analysis for genomic data integration

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Group sparse canonical correlation analysis for genomic data integration is …
instance of (P31):
scholarly articleQ13442814

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P8978DBLP publication IDjournals/bmcbi/LinZLCDW13
P6179Dimensions Publication ID1045793052
P356DOI10.1186/1471-2105-14-245
P2888exact matchhttps://scigraph.springernature.com/pub.10.1186/1471-2105-14-245
P932PMC publication ID3751310
P698PubMed publication ID23937249
P5875ResearchGate publication ID255787785

P50authorVince D. CalhounQ24924339
Hong-Wen DengQ37373398
P2093author name stringYu-Ping Wang
Dongdong Lin
Jingyao Li
Jigang Zhang
P2860cites workCross-platform comparison and visualisation of gene expression data using co-inertia analysisQ24804635
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysisQ37229908
Genome-wide association analysis by lasso penalized logistic regressionQ37319644
Comparison of Penalty Functions for Sparse Canonical Correlation AnalysisQ38612260
EGFR in melanoma: clinical significance and potential therapeutic targetQ39586032
Traffic signals on endothelium for lymphocyte recirculation and leukocyte emigrationQ40543299
STANDARDIZATION AND THE GROUP LASSO PENALTY.Q40642770
Glioma invasion in the central nervous systemQ41131785
HAPGEN2: simulation of multiple disease SNPsQ41898822
Correlating multiple SNPs and multiple disease phenotypes: penalized non-linear canonical correlation analysisQ45141653
Phosphoinositide 3-kinase regulates membrane Type 1-matrix metalloproteinase (MMP) and MMP-2 activity during melanoma cell vasculogenic mimicry.Q47663109
Robust face recognition via sparse representation.Q51858967
Quantifying the association between gene expressions and DNA-markers by penalized canonical correlation analysis.Q53704801
Epithelial tight junctional changes in colorectal cancer tissuesQ83820309
Integrin signalingQ28142010
Extracellular matrix and integrin signalling: the shape of things to comeQ28628647
Data integration in genetics and genomics: methods and challengesQ28748990
Regularization Paths for Generalized Linear Models via Coordinate DescentQ29614491
A gene expression database for the molecular pharmacology of cancerQ29619242
Integrin signalling in directed cell migration.Q30441276
Structure-constrained sparse canonical correlation analysis with an application to microbiome data analysisQ30573775
High-resolution global genomic survey of 178 gliomas reveals novel regions of copy number alteration and allelic imbalancesQ33259264
A sparse PLS for variable selection when integrating omics dataQ33388878
Sparse canonical methods for biological data integration: application to a cross-platform study.Q33403099
Extensions of sparse canonical correlation analysis with applications to genomic dataQ33477584
A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophreniaQ33527622
Integrative analysis of gene expression and copy number alterations using canonical correlation analysisQ33557657
Using canonical correlation analysis to discover genetic regulatory variantsQ33582156
Integrating multiple types of data for signaling research: challenges and opportunities.Q33821777
P53 in human melanoma fails to regulate target genes associated with apoptosis and the cell cycle and may contribute to proliferationQ33913135
Integrating diverse genomic data using gene setsQ34054123
Association screening of common and rare genetic variants by penalized regressionQ34514291
Integrative analysis of multiple cancer prognosis studies with gene expression measurementsQ36103350
Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regressionQ36546976
P921main subjectcanonical correlation analysisQ115542
data integrationQ386824
P304page(s)245
P577publication date2013-08-12
P1433published inBMC BioinformaticsQ4835939
P1476titleGroup sparse canonical correlation analysis for genomic data integration
P478volume14

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cites work (P2860)
Q52578266A data-driven investigation of relationships between bipolar psychotic symptoms and schizophrenia genome-wide significant genetic loci.
Q35906237A network based covariance test for detecting multivariate eQTL in saccharomyces cerevisiae
Q57179958Bioinformatics Tools for the Interpretation of Metabolomics Data
Q47164018Computational Approaches for Integrative Analysis of the Metabolome and Microbiome
Q30697339Correspondence between fMRI and SNP data by group sparse canonical correlation analysis
Q90334282Data Fusion Techniques for the Integration of Multi-Domain Genomic Data from Uveal Melanoma
Q28596239Dimension reduction techniques for the integrative analysis of multi-omics data
Q57972984Discovering Collective Group Relationships
Q36154333Estimating multivariate similarity between neuroimaging datasets with sparse canonical correlation analysis: an application to perfusion imaging
Q89496912Fast and Accurate Detection of Complex Imaging Genetics Associations Based on Greedy Projected Distance Correlation
Q40551239Group and sparse group partial least square approaches applied in genomics context
Q35213374ICan: an integrated co-alteration network to identify ovarian cancer-related genes
Q34406579Integrative analysis of multiple diverse omics datasets by sparse group multitask regression
Q33804425More Is Better: Recent Progress in Multi-Omics Data Integration Methods
Q57181817Multi-omic and multi-view clustering algorithms: review and cancer benchmark
Q47258967Multi-omics integration-a comparison of unsupervised clustering methodologies
Q41604798Parallel ICA with multiple references: a semi-blind multivariate approach
Q35151360Probabilistic drug connectivity mapping
Q90503751Push-pull competition between bottom-up and top-down auditory attention to natural soundscapes
Q47578304Segmentation of multicolor fluorescence in situ hybridization images using an improved fuzzy C-means clustering algorithm by incorporating both spatial and spectral information
Q36280237Sparse kernel canonical correlation analysis for discovery of nonlinear interactions in high-dimensional data
Q30851033Sparse models for correlative and integrative analysis of imaging and genetic data
Q61810839The application of omics techniques to understand the role of the gut microbiota in inflammatory bowel disease

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