Expanding and Remixing the Metadata Landscape

Genomic data sharing accelerates research. Data are most valuable when they are accompanied by detailed metadata. To date, metadata are often human-annotated descriptions of samples and their handling. We discuss how machine learning-derived elements complement such descriptions to enhance the resea...

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Detalles Bibliográficos
Autores principales: Hippen, Ariel A., Greene, Casey S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324015/
https://www.ncbi.nlm.nih.gov/pubmed/33229213
http://dx.doi.org/10.1016/j.trecan.2020.10.011
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author Hippen, Ariel A.
Greene, Casey S.
author_facet Hippen, Ariel A.
Greene, Casey S.
author_sort Hippen, Ariel A.
collection PubMed
description Genomic data sharing accelerates research. Data are most valuable when they are accompanied by detailed metadata. To date, metadata are often human-annotated descriptions of samples and their handling. We discuss how machine learning-derived elements complement such descriptions to enhance the research ecosystem around genomic data.
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spelling pubmed-83240152021-07-30 Expanding and Remixing the Metadata Landscape Hippen, Ariel A. Greene, Casey S. Trends Cancer Article Genomic data sharing accelerates research. Data are most valuable when they are accompanied by detailed metadata. To date, metadata are often human-annotated descriptions of samples and their handling. We discuss how machine learning-derived elements complement such descriptions to enhance the research ecosystem around genomic data. 2020-11-20 2021-04 /pmc/articles/PMC8324015/ /pubmed/33229213 http://dx.doi.org/10.1016/j.trecan.2020.10.011 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Hippen, Ariel A.
Greene, Casey S.
Expanding and Remixing the Metadata Landscape
title Expanding and Remixing the Metadata Landscape
title_full Expanding and Remixing the Metadata Landscape
title_fullStr Expanding and Remixing the Metadata Landscape
title_full_unstemmed Expanding and Remixing the Metadata Landscape
title_short Expanding and Remixing the Metadata Landscape
title_sort expanding and remixing the metadata landscape
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324015/
https://www.ncbi.nlm.nih.gov/pubmed/33229213
http://dx.doi.org/10.1016/j.trecan.2020.10.011
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