Constraint-Based, Score-Based and Hybrid Algorithms to Construct Bayesian Gene Networks in the Bovine Transcriptome

Constraint-Based, Score-Based and Hybrid Algorithms to Construct Bayesian Gene Networks in the Bovine Transcriptome

Bayesian gene networks are powerful for modelling causal relationships and incorporating prior knowledge for making inferences about relationships. We used three algorithms to construct Bayesian gene networks around genes expressed in the bovine uterus and compared the efficacies of the algorithms....

Full description

Bibliographic Details
Main Authors: Amin Mortazavi, Amir Rashidi, Mostafa Ghaderi-Zefrehei, Parham Moradi, Mohammad Razmkabir, Ikhide G. Imumorin, Sunday O. Peters, Jacqueline Smith
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Animals
Subjects:
algorithms
Bayesian network
bovine
endometrium
implantation
DNA microarray
Online Access:https://www.mdpi.com/2076-2615/12/10/1305

Internet

https://www.mdpi.com/2076-2615/12/10/1305

Similar Items