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Functional clustering of time series gene expression data by Granger causality

BACKGROUND: A common approach for time series gene expression data analysis includes the clustering of genes with similar expression patterns throughout time. Clustered gene expression profiles point to the joint contribution of groups of genes to a particular cellular process. However, since genes...

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Detalles Bibliográficos
Autores principales: Fujita, André, Severino, Patricia, Kojima, Kaname, Sato, João Ricardo, Patriota, Alexandre Galvão, Miyano, Satoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3573927/
https://www.ncbi.nlm.nih.gov/pubmed/23107425
http://dx.doi.org/10.1186/1752-0509-6-137