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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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Detalles Bibliográficos
Publicado en:BMC Bioinformatics
Autores principales: Fukuda, Hiroyuki, Tomii, Kentaro
Formato: Artigo
Lenguaje:Inglês
Publicado: BioMed Central 2020
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Acceso en línea: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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