Identifying Potential miRNAs–Disease Associations With Probability Matrix Factorization

Identifying Potential miRNAs–Disease Associations With Probability Matrix Factorization

In recent years, miRNAs have been verified to play an irreplaceable role in biological processes associated with human disease. Discovering potential disease-related miRNAs helps explain the underlying pathogenesis of the disease at the molecular level. Given the high cost and labor intensity of bio...

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Bibliographic Details
Main Authors: Junlin Xu, Lijun Cai, Bo Liao, Wen Zhu, Peng Wang, Yajie Meng, Jidong Lang, Geng Tian, Jialiang Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-12-01
Series:Frontiers in Genetics
Subjects:
diseases
miRNAs
probabilistic matrix factorization
association prediction
receiver operating characteristic curve (ROC)
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.01234/full

Internet

https://www.frontiersin.org/article/10.3389/fgene.2019.01234/full

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