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DeepECA: an end-to-end learning framework for protein contact prediction from a multiple sequence alignment

BACKGROUND: Recently developed methods of protein contact prediction, a crucially important step for protein structure prediction, depend heavily on deep neural networks (DNNs) and multiple sequence alignments (MSAs) of target proteins. Protein sequences are accumulating to an increasing degree such...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Fukuda, Hiroyuki, Tomii, Kentaro
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6953294/
https://ncbi.nlm.nih.gov/pubmed/31918654
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-3190-x
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