Improved inter-residue contact prediction via a hybrid generative model and dynamic loss function

Improved inter-residue contact prediction via a hybrid generative model and dynamic loss function

Protein contact maps represent spatial pairwise inter-residue interactions, providing a protein's translationally and rotationally invariant topological representation. Accurate contact map prediction has been a critical driving force for improving protein structure determination. Contact maps...

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Bibliographic Details
Main Authors: Mohammad Madani, Mohammad Mahdi Behzadi, Dongjin Song, Horea T. Ilies, Anna Tarakanova
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Protein contact map
MSA
GAN
CGAN-Cmap
CASP
SE-Concat
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037022005141

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http://www.sciencedirect.com/science/article/pii/S2001037022005141

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