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Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering

BACKGROUND: Microarray technologies produced large amount of data. The hierarchical clustering is commonly used to identify clusters of co-expressed genes. However, microarray datasets often contain missing values (MVs) representing a major drawback for the use of the clustering methods. Usually the...

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Detalles Bibliográficos
Autores principales: de Brevern, Alexandre G, Hazout, Serge, Malpertuy, Alain
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2004
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC514701/
https://www.ncbi.nlm.nih.gov/pubmed/15324460
http://dx.doi.org/10.1186/1471-2105-5-114