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Ensembling multiple raw coevolutionary features with deep residual neural networks for contact-map prediction in CASP13

We report the results of residue-residue contact prediction of a new pipeline built purely on the learning of coevolutionary features in the CASP13 experiment. For a query sequence, the pipeline starts with the collection of multiple sequence alignments (MSAs) from multiple genome and metagenome seq...

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Vydáno v:Proteins
Hlavní autoři: Li, Yang, Zhang, Chengxin, Bell, Eric W., Yu, Dong-Jun, Zhang, Yang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6851483/
https://ncbi.nlm.nih.gov/pubmed/31407406
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/prot.25798
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