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Improving network inference algorithms using resampling methods

BACKGROUND: Relatively small changes to gene expression data dramatically affect co-expression networks inferred from that data which, in turn, can significantly alter the subsequent biological interpretation. This error propagation is an underappreciated problem that, while hinted at in the literat...

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Detalles Bibliográficos
Autores principales: Colby, Sean M, McClure, Ryan S, Overall, Christopher C, Renslow, Ryan S, McDermott, Jason E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6186128/
https://www.ncbi.nlm.nih.gov/pubmed/30314469
http://dx.doi.org/10.1186/s12859-018-2402-0