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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...

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Detalles Bibliográficos
Autores principales: Komasawa, Nobuyasu, Yokohira, Masanao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2023
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.
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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
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