A machine-compiled database of genome-wide association studies

Most databases of genotype-phenotype associations are manually curated. Here, Kuleshov et al. describe a machine curation system that extracts such relationships from the GWAS literature and synthesizes them into a structured knowledge base called GWASkb that can complement manually curated database...

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Autores principales: Volodymyr Kuleshov, Jialin Ding, Christopher Vo, Braden Hancock, Alexander Ratner, Yang Li, Christopher Ré, Serafim Batzoglou, Michael Snyder
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/135413e32e4e44818c854af561c0bb48
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spelling oai:doaj.org-article:135413e32e4e44818c854af561c0bb482021-12-02T15:35:35ZA machine-compiled database of genome-wide association studies10.1038/s41467-019-11026-x2041-1723https://doaj.org/article/135413e32e4e44818c854af561c0bb482019-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-11026-xhttps://doaj.org/toc/2041-1723Most databases of genotype-phenotype associations are manually curated. Here, Kuleshov et al. describe a machine curation system that extracts such relationships from the GWAS literature and synthesizes them into a structured knowledge base called GWASkb that can complement manually curated databases.Volodymyr KuleshovJialin DingChristopher VoBraden HancockAlexander RatnerYang LiChristopher RéSerafim BatzoglouMichael SnyderNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-8 (2019)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Volodymyr Kuleshov
Jialin Ding
Christopher Vo
Braden Hancock
Alexander Ratner
Yang Li
Christopher Ré
Serafim Batzoglou
Michael Snyder
A machine-compiled database of genome-wide association studies
description Most databases of genotype-phenotype associations are manually curated. Here, Kuleshov et al. describe a machine curation system that extracts such relationships from the GWAS literature and synthesizes them into a structured knowledge base called GWASkb that can complement manually curated databases.
format article
author Volodymyr Kuleshov
Jialin Ding
Christopher Vo
Braden Hancock
Alexander Ratner
Yang Li
Christopher Ré
Serafim Batzoglou
Michael Snyder
author_facet Volodymyr Kuleshov
Jialin Ding
Christopher Vo
Braden Hancock
Alexander Ratner
Yang Li
Christopher Ré
Serafim Batzoglou
Michael Snyder
author_sort Volodymyr Kuleshov
title A machine-compiled database of genome-wide association studies
title_short A machine-compiled database of genome-wide association studies
title_full A machine-compiled database of genome-wide association studies
title_fullStr A machine-compiled database of genome-wide association studies
title_full_unstemmed A machine-compiled database of genome-wide association studies
title_sort machine-compiled database of genome-wide association studies
publisher Nature Portfolio
publishDate 2019
url https://doaj.org/article/135413e32e4e44818c854af561c0bb48
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