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Expectation propagation for large scale Bayesian inference of non-linear molecular networks from perturbation data

Inferring the structure of molecular networks from time series protein or gene expression data provides valuable information about the complex biological processes of the cell. Causal network structure inference has been approached using different methods in the past. Most causal network inference t...

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Detalles Bibliográficos
Autores principales: Narimani, Zahra, Beigy, Hamid, Ahmad, Ashar, Masoudi-Nejad, Ali, Fröhlich, Holger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5293552/
https://www.ncbi.nlm.nih.gov/pubmed/28166542
http://dx.doi.org/10.1371/journal.pone.0171240