LDAPred: A Method Based on Information Flow Propagation and a Convolutional Neural Network for the Prediction of Disease-Associated lncRNAs

LDAPred: A Method Based on Information Flow Propagation and a Convolutional Neural Network for the Prediction of Disease-Associated lncRNAs

Long non-coding RNAs (lncRNAs) play a crucial role in the pathogenesis and development of complex diseases. Predicting potential lncRNA−disease associations can improve our understanding of the molecular mechanisms of human diseases and help identify biomarkers for disease diagnosis, treat...

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Bibliographic Details
Main Authors: Ping Xuan, Lan Jia, Tiangang Zhang, Nan Sheng, Xiaokun Li, Jinbao Li
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:International Journal of Molecular Sciences
Subjects:
lncRNA–disease association
information flow propagation
network topological structure
convolutional neural network
deep learning
Online Access:https://www.mdpi.com/1422-0067/20/18/4458

Internet

https://www.mdpi.com/1422-0067/20/18/4458

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