PMDFI: Predicting miRNA–Disease Associations Based on High-Order Feature Interaction

PMDFI: Predicting miRNA–Disease Associations Based on High-Order Feature Interaction

MicroRNAs (miRNAs) are non-coding RNA molecules that make a significant contribution to diverse biological processes, and their mutations and dysregulations are closely related to the occurrence, development, and treatment of human diseases. Therefore, identification of potential miRNA–disease assoc...

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Bibliographic Details
Main Authors: Mingyan Tang, Chenzhe Liu, Dayun Liu, Junyi Liu, Jiaqi Liu, Lei Deng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Genetics
Subjects:
miRNA-disease associations
high-order features
feature interactions
random forest
logistic regression
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.656107/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2021.656107/full

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