Predicting protein residue-residue contacts using random forests and deep networks

Predicting protein residue-residue contacts using random forests and deep networks

Abstract Background The ability to predict which pairs of amino acid residues in a protein are in contact with each other offers many advantages for various areas of research that focus on proteins. For example, contact prediction can be used to reduce the computational complexity of predicting the...

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Bibliographic Details
Main Authors: Joseph Luttrell, Tong Liu, Chaoyang Zhang, Zheng Wang
Format: Article
Language:English
Published: BMC 2019-03-01
Series:BMC Bioinformatics
Subjects:
Residue-residue contact prediction
Protein
Random forest
Direct coupling analysis
Web server
Online Access:http://link.springer.com/article/10.1186/s12859-019-2627-6

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http://link.springer.com/article/10.1186/s12859-019-2627-6

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