Graph Convolutional Network and Convolutional Neural Network Based Method for Predicting lncRNA-Disease Associations

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Volume: 8, Issue: 9, Pages: 1012
Published: Aug 30, 2019
Abstract
Aberrant expressions of long non-coding RNAs (lncRNAs) are often associated with diseases and identification of disease-related lncRNAs is helpful for elucidating complex pathogenesis. Recent methods for predicting associations between lncRNAs and diseases integrate their pertinent heterogeneous data. However, they failed to deeply integrate topological information of heterogeneous network comprising lncRNAs, diseases, and miRNAs. We proposed a...
Paper Details
Title
Graph Convolutional Network and Convolutional Neural Network Based Method for Predicting lncRNA-Disease Associations
Published Date
Aug 30, 2019
Journal
Volume
8
Issue
9
Pages
1012
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