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Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review
This review proposes and explores the significance of "experience-based medical education" (EXPBME) in the context of an artificial intelligence (AI)-driven society. The rapid advancements in AI, particularly driven by deep learning, have revolutionized medical practices by replicating hum...
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/PMC10636515/ https://www.ncbi.nlm.nih.gov/pubmed/37954813 http://dx.doi.org/10.7759/cureus.46883 |
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author | Komasawa, Nobuyasu Yokohira, Masanao |
author_facet | Komasawa, Nobuyasu Yokohira, Masanao |
author_sort | Komasawa, Nobuyasu |
collection | PubMed |
description | This review proposes and explores the significance of "experience-based medical education" (EXPBME) in the context of an artificial intelligence (AI)-driven society. The rapid advancements in AI, particularly driven by deep learning, have revolutionized medical practices by replicating human cognitive functions, such as image analysis and data interpretation, significantly enhancing efficiency and precision across medical settings. The integration of AI into healthcare presents substantial potential, ranging from precise diagnostics to streamlined data management. However, non-technical skills, such as situational awareness on recognizing AI's fallibility or inherent risks, are critical for future healthcare professionals. EXPBME in a clinical or simulation environment plays a vital role, allowing medical practitioners to navigate AI failures through sufficient reflections. As AI continues to evolve, aligning educational frameworks to nurture these fundamental non-technical skills is paramount to adequately prepare healthcare professionals. Learner-centered EXPBME, combined with the AI literacy acquirement, stands as a key pillar in shaping the future of medical education. |
format | Online Article Text |
id | pubmed-10636515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cureus |
record_format | MEDLINE/PubMed |
spelling | pubmed-106365152023-11-11 Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review Komasawa, Nobuyasu Yokohira, Masanao Cureus Medical Education This review proposes and explores the significance of "experience-based medical education" (EXPBME) in the context of an artificial intelligence (AI)-driven society. The rapid advancements in AI, particularly driven by deep learning, have revolutionized medical practices by replicating human cognitive functions, such as image analysis and data interpretation, significantly enhancing efficiency and precision across medical settings. The integration of AI into healthcare presents substantial potential, ranging from precise diagnostics to streamlined data management. However, non-technical skills, such as situational awareness on recognizing AI's fallibility or inherent risks, are critical for future healthcare professionals. EXPBME in a clinical or simulation environment plays a vital role, allowing medical practitioners to navigate AI failures through sufficient reflections. As AI continues to evolve, aligning educational frameworks to nurture these fundamental non-technical skills is paramount to adequately prepare healthcare professionals. Learner-centered EXPBME, combined with the AI literacy acquirement, stands as a key pillar in shaping the future of medical education. Cureus 2023-10-12 /pmc/articles/PMC10636515/ /pubmed/37954813 http://dx.doi.org/10.7759/cureus.46883 Text en Copyright © 2023, Komasawa 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 | Medical Education Komasawa, Nobuyasu Yokohira, Masanao Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review |
title | Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review |
title_full | Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review |
title_fullStr | Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review |
title_full_unstemmed | Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review |
title_short | Learner-Centered Experience-Based Medical Education in an AI-Driven Society: A Literature Review |
title_sort | learner-centered experience-based medical education in an ai-driven society: a literature review |
topic | Medical Education |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636515/ https://www.ncbi.nlm.nih.gov/pubmed/37954813 http://dx.doi.org/10.7759/cureus.46883 |
work_keys_str_mv | AT komasawanobuyasu learnercenteredexperiencebasedmedicaleducationinanaidrivensocietyaliteraturereview AT yokohiramasanao learnercenteredexperiencebasedmedicaleducationinanaidrivensocietyaliteraturereview |