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Combination of deep neural network with attention mechanism enhances the explainability of protein contact prediction

Deep learning has emerged as a revolutionary technology for protein residue‐residue contact prediction since the 2012 CASP10 competition. Considerable advancements in the predictive power of the deep learning‐based contact predictions have been achieved since then. However, little effort has been pu...

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Detalhes bibliográficos
Publicado no:Proteins
Principais autores: Chen, Chen, Wu, Tianqi, Guo, Zhiye, Cheng, Jianlin
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley & Sons, Inc. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8089057/
https://ncbi.nlm.nih.gov/pubmed/33538038
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/prot.26052
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