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The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review

BACKGROUND: Artificial intelligence (AI) is a broad outlet of computer science aimed at constructing machines capable of simulating and performing tasks usually done by human beings. The aim of this scoping review is to map existing evidence on the use of AI in the delivery of medical care. METHODS:...

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Autores principales: Okeibunor, Joseph Chukwudi, Jaca, Anelisa, Iwu-Jaja, Chinwe Juliana, Idemili-Aronu, Ngozi, Ba, Housseynou, Zantsi, Zukiswa Pamela, Ndlambe, Asiphe Mavis, Mavundza, Edison, Muneene, Derrick, Wiysonge, Charles Shey, Makubalo, Lindiwe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352788/
https://www.ncbi.nlm.nih.gov/pubmed/37469694
http://dx.doi.org/10.3389/fpubh.2023.1102185
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author Okeibunor, Joseph Chukwudi
Jaca, Anelisa
Iwu-Jaja, Chinwe Juliana
Idemili-Aronu, Ngozi
Ba, Housseynou
Zantsi, Zukiswa Pamela
Ndlambe, Asiphe Mavis
Mavundza, Edison
Muneene, Derrick
Wiysonge, Charles Shey
Makubalo, Lindiwe
author_facet Okeibunor, Joseph Chukwudi
Jaca, Anelisa
Iwu-Jaja, Chinwe Juliana
Idemili-Aronu, Ngozi
Ba, Housseynou
Zantsi, Zukiswa Pamela
Ndlambe, Asiphe Mavis
Mavundza, Edison
Muneene, Derrick
Wiysonge, Charles Shey
Makubalo, Lindiwe
author_sort Okeibunor, Joseph Chukwudi
collection PubMed
description BACKGROUND: Artificial intelligence (AI) is a broad outlet of computer science aimed at constructing machines capable of simulating and performing tasks usually done by human beings. The aim of this scoping review is to map existing evidence on the use of AI in the delivery of medical care. METHODS: We searched PubMed and Scopus in March 2022, screened identified records for eligibility, assessed full texts of potentially eligible publications, and extracted data from included studies in duplicate, resolving differences through discussion, arbitration, and consensus. We then conducted a narrative synthesis of extracted data. RESULTS: Several AI methods have been used to detect, diagnose, classify, manage, treat, and monitor the prognosis of various health issues. These AI models have been used in various health conditions, including communicable diseases, non-communicable diseases, and mental health. CONCLUSIONS: Presently available evidence shows that AI models, predominantly deep learning, and machine learning, can significantly advance medical care delivery regarding the detection, diagnosis, management, and monitoring the prognosis of different illnesses.
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spelling pubmed-103527882023-07-19 The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review Okeibunor, Joseph Chukwudi Jaca, Anelisa Iwu-Jaja, Chinwe Juliana Idemili-Aronu, Ngozi Ba, Housseynou Zantsi, Zukiswa Pamela Ndlambe, Asiphe Mavis Mavundza, Edison Muneene, Derrick Wiysonge, Charles Shey Makubalo, Lindiwe Front Public Health Public Health BACKGROUND: Artificial intelligence (AI) is a broad outlet of computer science aimed at constructing machines capable of simulating and performing tasks usually done by human beings. The aim of this scoping review is to map existing evidence on the use of AI in the delivery of medical care. METHODS: We searched PubMed and Scopus in March 2022, screened identified records for eligibility, assessed full texts of potentially eligible publications, and extracted data from included studies in duplicate, resolving differences through discussion, arbitration, and consensus. We then conducted a narrative synthesis of extracted data. RESULTS: Several AI methods have been used to detect, diagnose, classify, manage, treat, and monitor the prognosis of various health issues. These AI models have been used in various health conditions, including communicable diseases, non-communicable diseases, and mental health. CONCLUSIONS: Presently available evidence shows that AI models, predominantly deep learning, and machine learning, can significantly advance medical care delivery regarding the detection, diagnosis, management, and monitoring the prognosis of different illnesses. Frontiers Media S.A. 2023-07-04 /pmc/articles/PMC10352788/ /pubmed/37469694 http://dx.doi.org/10.3389/fpubh.2023.1102185 Text en Copyright © 2023 Okeibunor, Jaca, Iwu-Jaja, Idemili-Aronu, Ba, Zantsi, Ndlambe, Mavundza, Muneene, Wiysonge and Makubalo. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Okeibunor, Joseph Chukwudi
Jaca, Anelisa
Iwu-Jaja, Chinwe Juliana
Idemili-Aronu, Ngozi
Ba, Housseynou
Zantsi, Zukiswa Pamela
Ndlambe, Asiphe Mavis
Mavundza, Edison
Muneene, Derrick
Wiysonge, Charles Shey
Makubalo, Lindiwe
The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review
title The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review
title_full The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review
title_fullStr The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review
title_full_unstemmed The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review
title_short The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review
title_sort use of artificial intelligence for delivery of essential health services across who regions: a scoping review
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352788/
https://www.ncbi.nlm.nih.gov/pubmed/37469694
http://dx.doi.org/10.3389/fpubh.2023.1102185
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