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LogicNet: probabilistic continuous logics in reconstructing gene regulatory networks

BACKGROUND: Gene Regulatory Networks (GRNs) have been previously studied by using Boolean/multi-state logics. While the gene expression values are usually scaled into the range [0, 1], these GRN inference methods apply a threshold to discretize the data, resulting in missing information. Most of stu...

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Detalles Bibliográficos
Autores principales: Malekpour, Seyed Amir, Alizad-Rahvar, Amir Reza, Sadeghi, Mehdi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7372900/
https://www.ncbi.nlm.nih.gov/pubmed/32690031
http://dx.doi.org/10.1186/s12859-020-03651-x