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Mixture-model based estimation of gene expression variance from public database improves identification of differentially expressed genes in small sized microarray data

Motivation: The small number of samples in many microarray experiments is a challenge for the correct identification of differentially expressed gens (DEGs) by conventional statistical means. Information from public microarray databases can help more efficient identification of DEGs. To model variou...

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Detalhes bibliográficos
Main Authors: Kim, Mingoo, Cho, Sung Bum, Kim, Ju Han
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2820675/
https://ncbi.nlm.nih.gov/pubmed/20015947
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btp685
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