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Predictive response-relevant clustering of expression data provides insights into disease processes

This article describes and illustrates a novel method of microarray data analysis that couples model-based clustering and binary classification to form clusters of `response-relevant' genes; that is, genes that are informative when discriminating between the different values of the response. Pr...

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Detalhes bibliográficos
Main Authors: Hopcroft, Lisa E. M., McBride, Martin W., Harris, Keith J., Sampson, Amanda K., McClure, John D., Graham, Delyth, Young, Graham, Holyoake, Tessa L., Girolami, Mark A., Dominiczak, Anna F.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2978340/
https://ncbi.nlm.nih.gov/pubmed/20571087
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/nar/gkq550
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