Dual Convolutional Neural Networks With Attention Mechanisms Based Method for Predicting Disease-Related lncRNA Genes

Dual Convolutional Neural Networks With Attention Mechanisms Based Method for Predicting Disease-Related lncRNA Genes

A lot of studies indicated that aberrant expression of long non-coding RNA genes (lncRNAs) is closely related to human diseases. Identifying disease-related lncRNAs (disease lncRNAs) is critical for understanding the pathogenesis and etiology of diseases. Most of the previous methods focus on priori...

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Bibliographic Details
Main Authors: Ping Xuan, Yangkun Cao, Tiangang Zhang, Rui Kong, Zhaogong Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Genetics
Subjects:
lncRNA-disease prediction
dual convolutional neural networks
attention at feature level
attention at relationship level
lncRNA-miRNA interactions
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.00416/full

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https://www.frontiersin.org/article/10.3389/fgene.2019.00416/full

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