article Open AccessTop 10% cited
ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking
Bioinformatics · 2010 · Vol. 26(12) · pp. 1572–1573
Matthew D. Wilkerson✉(University of North Carolina at Chapel Hill)D. Neil Hayes(University of North Carolina at Chapel Hill)
Abstract
Supplementary data are available at Bioinformatics online.
Bioinformatics and Genomic NetworksGene expression and cancer classificationMachine Learning in BioinformaticsBioconductorComputer scienceClass (philosophy)Cluster analysisSoftwareData miningR packageFalse discovery rateMachine learningArtificial intelligence
MeSH terms
AlgorithmsSoftwareCluster AnalysisGene Expression ProfilingPrincipal Component AnalysisData Mining
Funding
- National Institutes of Health
- National Cancer Institute
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References
Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data
Machine Learning · 2003 · 2,138 citations
GenePattern 2.0
Nature Genetics · 2006 · 2,105 citations
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