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Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers

Accurate medical triage is essential for improving patient outcomes and efficient healthcare delivery. Patients increasingly rely on artificial intelligence (AI)-based applications to access healthcare information, including medical triage advice. We assessed the accuracy of triage decisions provide...

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Detalles Bibliográficos
Autores principales: Delshad, Sean, Dontaraju, Venkata S, Chengat, Vipindas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352839/
https://www.ncbi.nlm.nih.gov/pubmed/34405077
http://dx.doi.org/10.7759/cureus.16956
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author Delshad, Sean
Dontaraju, Venkata S
Chengat, Vipindas
author_facet Delshad, Sean
Dontaraju, Venkata S
Chengat, Vipindas
author_sort Delshad, Sean
collection PubMed
description Accurate medical triage is essential for improving patient outcomes and efficient healthcare delivery. Patients increasingly rely on artificial intelligence (AI)-based applications to access healthcare information, including medical triage advice. We assessed the accuracy of triage decisions provided by an AI-based application. We presented 50 clinical vignettes to the AI-based application, seven emergency medicine providers, and five internal medicine physicians. We compared the triage decisions of the AI-based application to those of the individual providers as well as their consensus decisions. When compared to the human clinicians’ consensus triage decisions, the AI-based application performed equal or better than individual human clinicians.
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spelling pubmed-83528392021-08-16 Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers Delshad, Sean Dontaraju, Venkata S Chengat, Vipindas Cureus Emergency Medicine Accurate medical triage is essential for improving patient outcomes and efficient healthcare delivery. Patients increasingly rely on artificial intelligence (AI)-based applications to access healthcare information, including medical triage advice. We assessed the accuracy of triage decisions provided by an AI-based application. We presented 50 clinical vignettes to the AI-based application, seven emergency medicine providers, and five internal medicine physicians. We compared the triage decisions of the AI-based application to those of the individual providers as well as their consensus decisions. When compared to the human clinicians’ consensus triage decisions, the AI-based application performed equal or better than individual human clinicians. Cureus 2021-08-06 /pmc/articles/PMC8352839/ /pubmed/34405077 http://dx.doi.org/10.7759/cureus.16956 Text en Copyright © 2021, Delshad et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Emergency Medicine
Delshad, Sean
Dontaraju, Venkata S
Chengat, Vipindas
Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers
title Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers
title_full Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers
title_fullStr Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers
title_full_unstemmed Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers
title_short Artificial Intelligence-Based Application Provides Accurate Medical Triage Advice When Compared to Consensus Decisions of Healthcare Providers
title_sort artificial intelligence-based application provides accurate medical triage advice when compared to consensus decisions of healthcare providers
topic Emergency Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352839/
https://www.ncbi.nlm.nih.gov/pubmed/34405077
http://dx.doi.org/10.7759/cureus.16956
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