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Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint
A health data economy has begun to form, but its rise has been tempered by the profound lack of sharing of both data and data products such as models, intermediate results, and annotated training corpora, and this severely limits the potential for triggering economic cluster effects. Economic cluste...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284141/ https://www.ncbi.nlm.nih.gov/pubmed/30467103 http://dx.doi.org/10.2196/11519 |
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author | Tang, Chunlei Plasek, Joseph M Bates, David W |
author_facet | Tang, Chunlei Plasek, Joseph M Bates, David W |
author_sort | Tang, Chunlei |
collection | PubMed |
description | A health data economy has begun to form, but its rise has been tempered by the profound lack of sharing of both data and data products such as models, intermediate results, and annotated training corpora, and this severely limits the potential for triggering economic cluster effects. Economic cluster effects represent a means to elicit benefit from economies of scale from internal data innovations and are beneficial because they may mitigate challenges from external sources. Within institutions, data product sharing is needed to spark data entrepreneurship and data innovation, and cross-institutional sharing is also critical, especially for rare conditions. |
format | Online Article Text |
id | pubmed-6284141 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-62841412019-01-03 Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint Tang, Chunlei Plasek, Joseph M Bates, David W J Med Internet Res Viewpoint A health data economy has begun to form, but its rise has been tempered by the profound lack of sharing of both data and data products such as models, intermediate results, and annotated training corpora, and this severely limits the potential for triggering economic cluster effects. Economic cluster effects represent a means to elicit benefit from economies of scale from internal data innovations and are beneficial because they may mitigate challenges from external sources. Within institutions, data product sharing is needed to spark data entrepreneurship and data innovation, and cross-institutional sharing is also critical, especially for rare conditions. JMIR Publications 2018-11-22 /pmc/articles/PMC6284141/ /pubmed/30467103 http://dx.doi.org/10.2196/11519 Text en ©Chunlei Tang, Joseph M Plasek, David W. Bates. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 22.11.2018. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Viewpoint Tang, Chunlei Plasek, Joseph M Bates, David W Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint |
title | Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint |
title_full | Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint |
title_fullStr | Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint |
title_full_unstemmed | Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint |
title_short | Rethinking Data Sharing at the Dawn of a Health Data Economy: A Viewpoint |
title_sort | rethinking data sharing at the dawn of a health data economy: a viewpoint |
topic | Viewpoint |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284141/ https://www.ncbi.nlm.nih.gov/pubmed/30467103 http://dx.doi.org/10.2196/11519 |
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