Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development

Artificial intelligence (AI) technologies can play a key role in preventing, detecting, and monitoring epidemics. In this paper, we provide an overview of the recently published literature on the COVID-19 pandemic in four strategic areas: (1) triage, diagnosis, and risk prediction; (2) drug repurpos...

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Autores principales: Santus, Enrico, Marino, Nicola, Cirillo, Davide, Chersoni, Emmanuele, Montagud, Arnau, Santuccione Chadha, Antonella, Valencia, Alfonso, Hughes, Kevin, Lindvall, Charlotta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Viewpoint
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7958975/
https://www.ncbi.nlm.nih.gov/pubmed/33560998
http://dx.doi.org/10.2196/22453
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author Santus, Enrico
Marino, Nicola
Cirillo, Davide
Chersoni, Emmanuele
Montagud, Arnau
Santuccione Chadha, Antonella
Valencia, Alfonso
Hughes, Kevin
Lindvall, Charlotta
author_facet Santus, Enrico
Marino, Nicola
Cirillo, Davide
Chersoni, Emmanuele
Montagud, Arnau
Santuccione Chadha, Antonella
Valencia, Alfonso
Hughes, Kevin
Lindvall, Charlotta
author_sort Santus, Enrico
collection PubMed
description Artificial intelligence (AI) technologies can play a key role in preventing, detecting, and monitoring epidemics. In this paper, we provide an overview of the recently published literature on the COVID-19 pandemic in four strategic areas: (1) triage, diagnosis, and risk prediction; (2) drug repurposing and development; (3) pharmacogenomics and vaccines; and (4) mining of the medical literature. We highlight how AI-powered health care can enable public health systems to efficiently handle future outbreaks and improve patient outcomes.
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spelling pubmed-79589752021-03-19 Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development Santus, Enrico Marino, Nicola Cirillo, Davide Chersoni, Emmanuele Montagud, Arnau Santuccione Chadha, Antonella Valencia, Alfonso Hughes, Kevin Lindvall, Charlotta J Med Internet Res Viewpoint Artificial intelligence (AI) technologies can play a key role in preventing, detecting, and monitoring epidemics. In this paper, we provide an overview of the recently published literature on the COVID-19 pandemic in four strategic areas: (1) triage, diagnosis, and risk prediction; (2) drug repurposing and development; (3) pharmacogenomics and vaccines; and (4) mining of the medical literature. We highlight how AI-powered health care can enable public health systems to efficiently handle future outbreaks and improve patient outcomes. JMIR Publications 2021-03-12 /pmc/articles/PMC7958975/ /pubmed/33560998 http://dx.doi.org/10.2196/22453 Text en ©Enrico Santus, Nicola Marino, Davide Cirillo, Emmanuele Chersoni, Arnau Montagud, Antonella Santuccione Chadha, Alfonso Valencia, Kevin Hughes, Charlotta Lindvall. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 12.03.2021. 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
Santus, Enrico
Marino, Nicola
Cirillo, Davide
Chersoni, Emmanuele
Montagud, Arnau
Santuccione Chadha, Antonella
Valencia, Alfonso
Hughes, Kevin
Lindvall, Charlotta
Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
title Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
title_full Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
title_fullStr Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
title_full_unstemmed Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
title_short Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
title_sort artificial intelligence–aided precision medicine for covid-19: strategic areas of research and development
topic Viewpoint
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7958975/
https://www.ncbi.nlm.nih.gov/pubmed/33560998
http://dx.doi.org/10.2196/22453
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