A Deep Learning Framework for Robust and Accurate Prediction of ncRNA-Protein Interactions Using Evolutionary Information

A Deep Learning Framework for Robust and Accurate Prediction of ncRNA-Protein Interactions Using Evolutionary Information

The interactions between non-coding RNAs (ncRNAs) and proteins play an important role in many biological processes, and their biological functions are primarily achieved by binding with a variety of proteins. High-throughput biological techniques are used to identify protein molecules bound with spe...

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Bibliographic Details
Main Authors: Hai-Cheng Yi, Zhu-Hong You, De-Shuang Huang, Xiao Li, Tong-Hai Jiang, Li-Ping Li
Format: Article
Language:English
Published: Elsevier 2018-06-01
Series:Molecular Therapy: Nucleic Acids
Subjects:
RNA-protein interactions
non-coding RNA
deep learning
stacked auto-encoder
PSSM
Zernike moment
Online Access:http://www.sciencedirect.com/science/article/pii/S2162253118300313

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http://www.sciencedirect.com/science/article/pii/S2162253118300313

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