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September 24, 20250 citationsOpen Access

Artificial Intelligence in Medical Education: A Narrative Review

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SKSuren Kanayan

Key Points

  • AI enhances personalization and efficiency in medical training, while also supporting innovative teaching methods.
  • Improvements in adaptive learning, assessment technologies, and virtual simulations are linked to AI applications.
  • The review identifies challenges such as data quality, faculty preparedness, and ethical issues associated with AI.
  • Future directions emphasize the need for collaboration and regulatory guidance to ensure effective AI integration in curricula.

Abstract

Artificial intelligence (AI) is rapidly transforming medical education by providing new approaches for knowledge acquisition, clinical training, and decision-making support. This narrative review synthesizes recent literature on AI applications in undergraduate, postgraduate, and continuing medical education. Key domains include adaptive learning platforms, natural language processing for educational resources, virtual simulation, automated feedback, and assessment technologies. Evidence suggests that AI improves personalization, efficiency, and objectivity in training, while also enabling innovative pedagogical models such as intelligent tutoring systems and competency-based progression. However, challenges remain in terms of data quality, faculty readiness, ethical considerations, and integration into existing curricula. This review highlights both the opportunities and limitations of AI in reshaping medical education, emphasizing the need for rigorous validation, interdisciplinary collaboration, and regulatory guidance. Future directions include hybrid AI–human teaching models, transparent algorithms, and equitable access to AI-driven education globally.

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Suren Kanayan (2025) studied this question.

synapsesocial.com/papers/68d6d8ba8b2b6861e4c3f037https://doi.org/10.20944/preprints202509.1731.v1
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