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Considerations for development and use of AI in response to COVID-19
Artificial intelligence (AI) is playing a key supporting role in the fight against COVID-19 and perhaps will contribute to solutions quicker than we would otherwise achieve in many fields and applications. Since the outbreak of the pandemic, there has been an upsurge in the exploration and use of AI...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7280134/ https://www.ncbi.nlm.nih.gov/pubmed/32836632 http://dx.doi.org/10.1016/j.ijinfomgt.2020.102170 |
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author | Sipior, Janice C. |
author_facet | Sipior, Janice C. |
author_sort | Sipior, Janice C. |
collection | PubMed |
description | Artificial intelligence (AI) is playing a key supporting role in the fight against COVID-19 and perhaps will contribute to solutions quicker than we would otherwise achieve in many fields and applications. Since the outbreak of the pandemic, there has been an upsurge in the exploration and use of AI, and other data analytic tools, in a multitude of areas. This paper addresses some of the many considerations for managing the development and deployment of AI applications, including planning; unpredictable, unexpected, or biased results; repurposing; the importance of data; and diversity in AI team membership. We provide implications for research and for practice, according to each of the considerations. Finally we conclude that we need to plan and carefully consider the issues associated with the development and use of AI as we look for quick solutions. |
format | Online Article Text |
id | pubmed-7280134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72801342020-06-09 Considerations for development and use of AI in response to COVID-19 Sipior, Janice C. Int J Inf Manage Opinion Paper Artificial intelligence (AI) is playing a key supporting role in the fight against COVID-19 and perhaps will contribute to solutions quicker than we would otherwise achieve in many fields and applications. Since the outbreak of the pandemic, there has been an upsurge in the exploration and use of AI, and other data analytic tools, in a multitude of areas. This paper addresses some of the many considerations for managing the development and deployment of AI applications, including planning; unpredictable, unexpected, or biased results; repurposing; the importance of data; and diversity in AI team membership. We provide implications for research and for practice, according to each of the considerations. Finally we conclude that we need to plan and carefully consider the issues associated with the development and use of AI as we look for quick solutions. Elsevier Ltd. 2020-12 2020-06-09 /pmc/articles/PMC7280134/ /pubmed/32836632 http://dx.doi.org/10.1016/j.ijinfomgt.2020.102170 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Opinion Paper Sipior, Janice C. Considerations for development and use of AI in response to COVID-19 |
title | Considerations for development and use of AI in response to COVID-19 |
title_full | Considerations for development and use of AI in response to COVID-19 |
title_fullStr | Considerations for development and use of AI in response to COVID-19 |
title_full_unstemmed | Considerations for development and use of AI in response to COVID-19 |
title_short | Considerations for development and use of AI in response to COVID-19 |
title_sort | considerations for development and use of ai in response to covid-19 |
topic | Opinion Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7280134/ https://www.ncbi.nlm.nih.gov/pubmed/32836632 http://dx.doi.org/10.1016/j.ijinfomgt.2020.102170 |
work_keys_str_mv | AT sipiorjanicec considerationsfordevelopmentanduseofaiinresponsetocovid19 |