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Probabilistic edge inference of gene networks with markov random field-based bayesian learning

Current algorithms for gene regulatory network construction based on Gaussian graphical models focuses on the deterministic decision of whether an edge exists. Both the probabilistic inference of edge existence and the relative strength of edges are often overlooked, either because the computational...

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Detalles Bibliográficos
Autores principales: Huang, Yu-Jyun, Mukherjee, Rajarshi, Hsiao, Chuhsing Kate
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684306/
https://www.ncbi.nlm.nih.gov/pubmed/36437931
http://dx.doi.org/10.3389/fgene.2022.1034946