A comprehensive evaluation of module detection methods for gene expression data

Modules composed of groups of genes with similar expression profiles tend to be functionally related and co-regulated. Here, Saelens et al evaluate the performance of 42 computational methods and provide practical guidelines for module detection in gene expression data.

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Détails bibliographiques
Auteurs principaux:	Wouter Saelens, Robrecht Cannoodt, Yvan Saeys
Format:	article
Langue:	EN
Publié:	Nature Portfolio 2018
Sujets:	Science Q
Accès en ligne:	https://doaj.org/article/5aabf899f0a64832b9a0b43de76a8607
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spelling	oai:doaj.org-article:5aabf899f0a64832b9a0b43de76a86072021-12-02T15:33:42ZA comprehensive evaluation of module detection methods for gene expression data10.1038/s41467-018-03424-42041-1723https://doaj.org/article/5aabf899f0a64832b9a0b43de76a86072018-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-03424-4https://doaj.org/toc/2041-1723Modules composed of groups of genes with similar expression profiles tend to be functionally related and co-regulated. Here, Saelens et al evaluate the performance of 42 computational methods and provide practical guidelines for module detection in gene expression data.Wouter SaelensRobrecht CannoodtYvan SaeysNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-12 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Wouter Saelens Robrecht Cannoodt Yvan Saeys A comprehensive evaluation of module detection methods for gene expression data
description	Modules composed of groups of genes with similar expression profiles tend to be functionally related and co-regulated. Here, Saelens et al evaluate the performance of 42 computational methods and provide practical guidelines for module detection in gene expression data.
format	article
author	Wouter Saelens Robrecht Cannoodt Yvan Saeys
author_facet	Wouter Saelens Robrecht Cannoodt Yvan Saeys
author_sort	Wouter Saelens
title	A comprehensive evaluation of module detection methods for gene expression data
title_short	A comprehensive evaluation of module detection methods for gene expression data
title_full	A comprehensive evaluation of module detection methods for gene expression data
title_fullStr	A comprehensive evaluation of module detection methods for gene expression data
title_full_unstemmed	A comprehensive evaluation of module detection methods for gene expression data
title_sort	comprehensive evaluation of module detection methods for gene expression data
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/5aabf899f0a64832b9a0b43de76a8607
work_keys_str_mv	AT woutersaelens acomprehensiveevaluationofmoduledetectionmethodsforgeneexpressiondata AT robrechtcannoodt acomprehensiveevaluationofmoduledetectionmethodsforgeneexpressiondata AT yvansaeys acomprehensiveevaluationofmoduledetectionmethodsforgeneexpressiondata AT woutersaelens comprehensiveevaluationofmoduledetectionmethodsforgeneexpressiondata AT robrechtcannoodt comprehensiveevaluationofmoduledetectionmethodsforgeneexpressiondata AT yvansaeys comprehensiveevaluationofmoduledetectionmethodsforgeneexpressiondata
_version_	1718387025665589248

A comprehensive evaluation of module detection methods for gene expression data

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