Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783736271877701632 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8352839 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cureus |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT delshadsean artificialintelligencebasedapplicationprovidesaccuratemedicaltriageadvicewhencomparedtoconsensusdecisionsofhealthcareproviders AT dontarajuvenkatas artificialintelligencebasedapplicationprovidesaccuratemedicaltriageadvicewhencomparedtoconsensusdecisionsofhealthcareproviders AT chengatvipindas artificialintelligencebasedapplicationprovidesaccuratemedicaltriageadvicewhencomparedtoconsensusdecisionsofhealthcareproviders |