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Missing value imputation improves clustering and interpretation of gene expression microarray data

BACKGROUND: Missing values frequently pose problems in gene expression microarray experiments as they can hinder downstream analysis of the datasets. While several missing value imputation approaches are available to the microarray users and new ones are constantly being developed, there is no gener...

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Detalhes bibliográficos
Main Authors: Tuikkala, Johannes, Elo, Laura L, Nevalainen, Olli S, Aittokallio, Tero
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2386492/
https://ncbi.nlm.nih.gov/pubmed/18423022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-202
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