The future of zoonotic risk prediction.
access and benefit sharing
epidemic risk
global health
machine learning
viral ecology
zoonotic risk
Journal
Philosophical transactions of the Royal Society of London. Series B, Biological sciences
ISSN: 1471-2970
Titre abrégé: Philos Trans R Soc Lond B Biol Sci
Pays: England
ID NLM: 7503623
Informations de publication
Date de publication:
08 11 2021
08 11 2021
Historique:
entrez:
20
9
2021
pubmed:
21
9
2021
medline:
30
9
2021
Statut:
ppublish
Résumé
In the light of the urgency raised by the COVID-19 pandemic, global investment in wildlife virology is likely to increase, and new surveillance programmes will identify hundreds of novel viruses that might someday pose a threat to humans. To support the extensive task of laboratory characterization, scientists may increasingly rely on data-driven rubrics or machine learning models that learn from known zoonoses to identify which animal pathogens could someday pose a threat to global health. We synthesize the findings of an interdisciplinary workshop on zoonotic risk technologies to answer the following questions. What are the prerequisites, in terms of open data, equity and interdisciplinary collaboration, to the development and application of those tools? What effect could the technology have on global health? Who would control that technology, who would have access to it and who would benefit from it? Would it improve pandemic prevention? Could it create new challenges? This article is part of the theme issue 'Infectious disease macroecology: parasite diversity and dynamics across the globe'.
Identifiants
pubmed: 34538140
doi: 10.1098/rstb.2020.0358
pmc: PMC8450624
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
20200358Subventions
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : NIAID NIH HHS
ID : U01 AI151797
Pays : United States
Organisme : Wellcome Trust
ID : 217221/Z/19/Z
Pays : United Kingdom
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