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The inclusion of augmented intelligence in medicine: A framework for successful implementation
Artificial intelligence (AI) algorithms are being applied across a large spectrum of everyday life activities. The implementation of AI algorithms in clinical practice has been met with some skepticism and concern, mainly because of the uneasiness that stems, in part, from a lack of understanding of...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784713/ https://www.ncbi.nlm.nih.gov/pubmed/35106506 http://dx.doi.org/10.1016/j.xcrm.2021.100485 |
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author | Bazoukis, George Hall, Jennifer Loscalzo, Joseph Antman, Elliott Marshall Fuster, Valentín Armoundas, Antonis A. |
author_facet | Bazoukis, George Hall, Jennifer Loscalzo, Joseph Antman, Elliott Marshall Fuster, Valentín Armoundas, Antonis A. |
author_sort | Bazoukis, George |
collection | PubMed |
description | Artificial intelligence (AI) algorithms are being applied across a large spectrum of everyday life activities. The implementation of AI algorithms in clinical practice has been met with some skepticism and concern, mainly because of the uneasiness that stems, in part, from a lack of understanding of how AI operates, together with the role of physicians and patients in the decision-making process; uncertainties regarding the reliability of the data and the outcomes; as well as concerns regarding the transparency, accountability, liability, handling of personal data, and monitoring and system upgrades. In this viewpoint, we take these issues into consideration and offer an integrated regulatory framework to AI developers, clinicians, researchers, and regulators, aiming to facilitate the adoption of AI that rests within the FDA’s pathway, in research, development, and clinical medicine. |
format | Online Article Text |
id | pubmed-8784713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-87847132022-01-31 The inclusion of augmented intelligence in medicine: A framework for successful implementation Bazoukis, George Hall, Jennifer Loscalzo, Joseph Antman, Elliott Marshall Fuster, Valentín Armoundas, Antonis A. Cell Rep Med Perspective Artificial intelligence (AI) algorithms are being applied across a large spectrum of everyday life activities. The implementation of AI algorithms in clinical practice has been met with some skepticism and concern, mainly because of the uneasiness that stems, in part, from a lack of understanding of how AI operates, together with the role of physicians and patients in the decision-making process; uncertainties regarding the reliability of the data and the outcomes; as well as concerns regarding the transparency, accountability, liability, handling of personal data, and monitoring and system upgrades. In this viewpoint, we take these issues into consideration and offer an integrated regulatory framework to AI developers, clinicians, researchers, and regulators, aiming to facilitate the adoption of AI that rests within the FDA’s pathway, in research, development, and clinical medicine. Elsevier 2022-01-18 /pmc/articles/PMC8784713/ /pubmed/35106506 http://dx.doi.org/10.1016/j.xcrm.2021.100485 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Perspective Bazoukis, George Hall, Jennifer Loscalzo, Joseph Antman, Elliott Marshall Fuster, Valentín Armoundas, Antonis A. The inclusion of augmented intelligence in medicine: A framework for successful implementation |
title | The inclusion of augmented intelligence in medicine: A framework for successful implementation |
title_full | The inclusion of augmented intelligence in medicine: A framework for successful implementation |
title_fullStr | The inclusion of augmented intelligence in medicine: A framework for successful implementation |
title_full_unstemmed | The inclusion of augmented intelligence in medicine: A framework for successful implementation |
title_short | The inclusion of augmented intelligence in medicine: A framework for successful implementation |
title_sort | inclusion of augmented intelligence in medicine: a framework for successful implementation |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784713/ https://www.ncbi.nlm.nih.gov/pubmed/35106506 http://dx.doi.org/10.1016/j.xcrm.2021.100485 |
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