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An Integrated Approach of Learning Genetic Networks From Genome-Wide Gene Expression Data Using Gaussian Graphical Model and Monte Carlo Method

Global genetic networks provide additional information for the analysis of human diseases, beyond the traditional analysis that focuses on single genes or local networks. The Gaussian graphical model (GGM) is widely applied to learn genetic networks because it defines an undirected graph decoding th...

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Detalles Bibliográficos
Autores principales: Zhao, Haitao, Datta, Sujay, Duan, Zhong-Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9972065/
https://www.ncbi.nlm.nih.gov/pubmed/36865982
http://dx.doi.org/10.1177/11779322231152972