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Gene regulatory network inference using mixed-norms regularized multivariate model with covariance selection

Despite extensive research efforts, reconstruction of gene regulatory networks (GRNs) from transcriptomics data remains a pressing challenge in systems biology. While non-linear approaches for reconstruction of GRNs show improved performance over simpler alternatives, we do not yet have understandin...

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Detalles Bibliográficos
Autores principales: Mbebi, Alain J., Nikoloski, Zoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10414675/
https://www.ncbi.nlm.nih.gov/pubmed/37523414
http://dx.doi.org/10.1371/journal.pcbi.1010832

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