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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...

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Detalles Bibliográficos
Autores principales: Bazoukis, George, Hall, Jennifer, Loscalzo, Joseph, Antman, Elliott Marshall, Fuster, Valentín, Armoundas, Antonis A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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.
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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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