Inferring Gene Regulatory Networks Via Ensemble Path Consistency Algorithm Based on Conditional Mutual Information

Utilizing gene expression data to infer gene regulatory networks has received great attention because gene regulation networks can reveal complex life phenomena by studying the interaction mechanism among nodes. However, the reconstruction of large-scale gene regulatory networks is often not ideal d...

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Vydáno v:	IEEE/ACM transactions on computational biology and bioinformatics Ročník 20; číslo 3; s. 1 - 10
Hlavní autoři:	Xu, Jie, Yang, Guanxue, Liu, Guohai, Liu, Hui
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 01.05.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Biological system modeling Computational Biology - methods Consistency Correlation Covariance matrices Entropy Gene expression Gene regulation Gene regulatory network Gene Regulatory Networks - genetics Information processing Mutual information network reconstruction Networks Nodes Principal Component Analysis Principal components analysis Random variables
ISSN:	1545-5963, 1557-9964, 1557-9964
On-line přístup:	Získat plný text
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