Prediction of circRNA-Disease Associations Based on the Combination of Multi-Head Graph Attention Network and Graph Convolutional Network

Prediction of circRNA-Disease Associations Based on the Combination of Multi-Head Graph Attention Network and Graph Convolutional Network

Circular RNAs (circRNAs) are covalently closed single-stranded RNA molecules, which have many biological functions. Previous experiments have shown that circRNAs are involved in numerous biological processes, especially regulatory functions. It has also been found that circRNAs are associated with c...

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Bibliographic Details
Main Authors: Ruifen Cao, Chuan He, Pijing Wei, Yansen Su, Junfeng Xia, Chunhou Zheng
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Biomolecules
Subjects:
circular RNAs
circRNA-disease associations
graph attention network
random walk with restart algorithm
graph convolutional network
Online Access:https://www.mdpi.com/2218-273X/12/7/932

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