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Time-lagged Ordered Lasso for network inference

BACKGROUND: Accurate gene regulatory networks can be used to explain the emergence of different phenotypes, disease mechanisms, and other biological functions. Many methods have been proposed to infer networks from gene expression data but have been hampered by problems such as low sample size, inac...

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Detalles Bibliográficos
Autores principales: Nguyen, Phan, Braun, Rosemary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6311035/
https://www.ncbi.nlm.nih.gov/pubmed/30594121
http://dx.doi.org/10.1186/s12859-018-2558-7