CSER: a gene regulatory network construction method based on causal strength and ensemble regression

IntroductionGene regulatory networks (GRNs) reveal the intricate interactions between and among genes, and understanding these interactions is essential for revealing the molecular mechanisms of cancer. However, existing algorithms for constructing GRNs may confuse regulatory relationships and compl...

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Bibliographic Details
Main Authors: Yujia Li, Yang Du, Mingmei Wang, Dongmei Ai
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-09-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2024.1481787/full