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A robust gene regulatory network inference method base on Kalman filter and linear regression

The reconstruction of the topology of gene regulatory networks (GRNs) using high throughput genomic data such as microarray gene expression data is an important problem in systems biology. The main challenge in gene expression data is the high number of genes and low number of samples; also the data...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Pirgazi, Jamshid, Khanteymoori, Ali Reza
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6044105/
https://ncbi.nlm.nih.gov/pubmed/30001352
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0200094
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