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Comprehensive evaluation of matrix factorization methods for the analysis of DNA microarray gene expression data

BACKGROUND: Clustering-based methods on gene-expression analysis have been shown to be useful in biomedical applications such as cancer subtype discovery. Among them, Matrix factorization (MF) is advantageous for clustering gene expression patterns from DNA microarray experiments, as it efficiently...

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Detalhes bibliográficos
Main Authors: Kim, Mi Hyeon, Seo, Hwa Jeong, Joung, Je-Gun, Kim, Ju Han
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3278848/
https://ncbi.nlm.nih.gov/pubmed/22373334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-S13-S8
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