Unsupervised Bayesian linear unmixing of gene expression microarrays

BACKGROUND: This paper introduces a new constrained model and the corresponding algorithm, called unsupervised Bayesian linear unmixing (uBLU), to identify biological signatures from high dimensional assays like gene expression microarrays. The basis for uBLU is a Bayesian model for the data samples...

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Detalles Bibliográficos
Main Authors: Bazot, Cécile, Dobigeon, Nicolas, Tourneret, Jean-Yves, Zaas, Aimee K, Ginsburg, Geoffrey S, O Hero III, Alfred
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2013
Assuntos:
Research Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3681645/
https://ncbi.nlm.nih.gov/pubmed/23506672
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-14-99
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