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A hierarchical Bayesian model for flexible module discovery in three-way time-series data

Motivation: Detecting modules of co-ordinated activity is fundamental in the analysis of large biological studies. For two-dimensional data (e.g. genes × patients), this is often done via clustering or biclustering. More recently, studies monitoring patients over time have added another dimension. A...

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Detalles Bibliográficos
Autores principales: Amar, David, Yekutieli, Daniel, Maron-Katz, Adi, Hendler, Talma, Shamir, Ron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4765869/
https://www.ncbi.nlm.nih.gov/pubmed/26072479
http://dx.doi.org/10.1093/bioinformatics/btv228