RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning

RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning

Abstract Background Protein dihedral angles provide a detailed description of protein local conformation. Predicted dihedral angles can be used to narrow down the conformational space of the whole polypeptide chain significantly, thus aiding protein tertiary structure prediction. However, direct ang...

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Bibliographic Details
Main Authors: Yujuan Gao, Sheng Wang, Minghua Deng, Jinbo Xu
Format: Article
Language:English
Published: BioMed Central 2018-05-01
Series:BMC Bioinformatics
Subjects:
Dihedral angle prediction
Protein structure prediction
Clustering
Residual network
Deep learning
Online Access:http://link.springer.com/article/10.1186/s12859-018-2065-x

Internet

http://link.springer.com/article/10.1186/s12859-018-2065-x

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