Network Inference from Gene Expression Data with Distance Correlation and Network Topology Centrality

Network Inference from Gene Expression Data with Distance Correlation and Network Topology Centrality

The reconstruction of gene regulatory networks based on gene expression data can effectively uncover regulatory relationships between genes and provide a deeper understanding of biological control processes. Non-linear dependence is a common problem in the regulatory mechanisms of gene regulatory ne...

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Bibliographic Details
Main Authors: Kuan Liu, Haiyuan Liu, Dongyan Sun, Lei Zhang
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Algorithms
Subjects:
distance correlation
gene regulatory networks
integrate
network topology centrality
Online Access:https://www.mdpi.com/1999-4893/14/2/61

Internet

https://www.mdpi.com/1999-4893/14/2/61

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