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Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges
Global surgery broadly refers to a rapidly expanding multidisciplinary field concerned with providing better and equitable surgical care across international health systems. Global surgery initiatives primarily focus on capacity building, advocacy, education, research, and policy development in low-...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cureus
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486145/ https://www.ncbi.nlm.nih.gov/pubmed/37692604 http://dx.doi.org/10.7759/cureus.43192 |
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author | Malhotra, Kashish Wong, Benjamin Ngie Xiong Lee, Susie Franco, Helena Singh, Carol Cabrera Silva, Laura A Iraqi, Habab Sinha, Akatya Burger, Sule Breedt, Danyca Shadé Goyal, Kashish Dagli, Mert Marcel Bawa, Ashvind |
author_facet | Malhotra, Kashish Wong, Benjamin Ngie Xiong Lee, Susie Franco, Helena Singh, Carol Cabrera Silva, Laura A Iraqi, Habab Sinha, Akatya Burger, Sule Breedt, Danyca Shadé Goyal, Kashish Dagli, Mert Marcel Bawa, Ashvind |
author_sort | Malhotra, Kashish |
collection | PubMed |
description | Global surgery broadly refers to a rapidly expanding multidisciplinary field concerned with providing better and equitable surgical care across international health systems. Global surgery initiatives primarily focus on capacity building, advocacy, education, research, and policy development in low- and middle-income countries (LMICs). The inadequate surgical, anesthetic, and obstetric care currently contributes to 18 million preventable deaths each year. Hence, there is a growing interest in the rapid growth of artificial intelligence (AI) that provides a distinctive opportunity to enhance surgical services in LMICs. AI modalities have been used for personalizing surgical education, automating administrative tasks, and developing realistic and cost-effective simulation-training programs with provisions for people with special needs. Furthermore, AI may assist with providing insights for governance, infrastructure development, and monitoring/predicting stock take or logistics failure that can help in strengthening global surgery pillars. Numerous AI-assisted telemedicine-based platforms have allowed healthcare professionals to virtually assist in complex surgeries that may help to improve surgical accessibility across LMICs. Challenges in implementing AI technology include the misrepresentation of minority populations in the datasets leading to discriminatory bias. Human hesitancy, employment uncertainty, automation bias, and role of confounding factors need to be further studied for equitable utilization of AI. With a focused and evidence-based approach, AI could help several LMICs overcome bureaucratic inefficiency and develop more efficient surgical systems. |
format | Online Article Text |
id | pubmed-10486145 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cureus |
record_format | MEDLINE/PubMed |
spelling | pubmed-104861452023-09-09 Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges Malhotra, Kashish Wong, Benjamin Ngie Xiong Lee, Susie Franco, Helena Singh, Carol Cabrera Silva, Laura A Iraqi, Habab Sinha, Akatya Burger, Sule Breedt, Danyca Shadé Goyal, Kashish Dagli, Mert Marcel Bawa, Ashvind Cureus General Surgery Global surgery broadly refers to a rapidly expanding multidisciplinary field concerned with providing better and equitable surgical care across international health systems. Global surgery initiatives primarily focus on capacity building, advocacy, education, research, and policy development in low- and middle-income countries (LMICs). The inadequate surgical, anesthetic, and obstetric care currently contributes to 18 million preventable deaths each year. Hence, there is a growing interest in the rapid growth of artificial intelligence (AI) that provides a distinctive opportunity to enhance surgical services in LMICs. AI modalities have been used for personalizing surgical education, automating administrative tasks, and developing realistic and cost-effective simulation-training programs with provisions for people with special needs. Furthermore, AI may assist with providing insights for governance, infrastructure development, and monitoring/predicting stock take or logistics failure that can help in strengthening global surgery pillars. Numerous AI-assisted telemedicine-based platforms have allowed healthcare professionals to virtually assist in complex surgeries that may help to improve surgical accessibility across LMICs. Challenges in implementing AI technology include the misrepresentation of minority populations in the datasets leading to discriminatory bias. Human hesitancy, employment uncertainty, automation bias, and role of confounding factors need to be further studied for equitable utilization of AI. With a focused and evidence-based approach, AI could help several LMICs overcome bureaucratic inefficiency and develop more efficient surgical systems. Cureus 2023-08-09 /pmc/articles/PMC10486145/ /pubmed/37692604 http://dx.doi.org/10.7759/cureus.43192 Text en Copyright © 2023, Malhotra 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 | General Surgery Malhotra, Kashish Wong, Benjamin Ngie Xiong Lee, Susie Franco, Helena Singh, Carol Cabrera Silva, Laura A Iraqi, Habab Sinha, Akatya Burger, Sule Breedt, Danyca Shadé Goyal, Kashish Dagli, Mert Marcel Bawa, Ashvind Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges |
title | Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges |
title_full | Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges |
title_fullStr | Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges |
title_full_unstemmed | Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges |
title_short | Role of Artificial Intelligence in Global Surgery: A Review of Opportunities and Challenges |
title_sort | role of artificial intelligence in global surgery: a review of opportunities and challenges |
topic | General Surgery |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486145/ https://www.ncbi.nlm.nih.gov/pubmed/37692604 http://dx.doi.org/10.7759/cureus.43192 |
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