3D deep convolutional neural networks for amino acid environment similarity analysis

3D deep convolutional neural networks for amino acid environment similarity analysis

Abstract Background Central to protein biology is the understanding of how structural elements give rise to observed function. The surfeit of protein structural data enables development of computational methods to systematically derive rules governing structural-functional relationships. However, pe...

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Bibliographic Details
Main Authors: Wen Torng, Russ B. Altman
Format: Article
Language:English
Published: BMC 2017-06-01
Series:BMC Bioinformatics
Subjects:
Protein structural analysis
Amino acid similarities
Mutation analysis
Structural bioinformatics
Convolutional neural network
Deep learning
Online Access:http://link.springer.com/article/10.1186/s12859-017-1702-0

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http://link.springer.com/article/10.1186/s12859-017-1702-0

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