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Intrinsically Bayesian robust classifier for single-cell gene expression trajectories in gene regulatory networks

BACKGROUND: Expression-based phenotype classification using either microarray or RNA-Seq measurements suffers from a lack of specificity because pathway timing is not revealed and expressions are averaged across groups of cells. This paper studies expression-based classification under the assumption...

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Detalhes bibliográficos
Publicado no:BMC Syst Biol
Main Authors: Karbalayghareh, Alireza, Braga-Neto, Ulisses, Dougherty, Edward R.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5872504/
https://ncbi.nlm.nih.gov/pubmed/29589564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12918-018-0549-y
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