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Feasibility and Educational Value of Clinical Cases Generated Using Large Language Models.

Anna Berbenyuk1, Leigh Powell1, Nabil Zary1

  • 1Institute of Learning, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai Health, Dubai, UAE.

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|August 23, 2024
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Summary

Generative Artificial Intelligence (AI) can create realistic medical education cases, enhancing case-based learning (CBL) for healthcare professionals. AI-generated cases show potential for improving engagement and critical thinking in continuing medical education.

Keywords:
Artificial Intelligence (AI)Case-Based Learning (CBL)Clinical casesMedical Education

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Area of Science:

  • Medical Education
  • Artificial Intelligence in Healthcare

Background:

  • Case-based learning (CBL) is crucial for applying theoretical knowledge in healthcare.
  • Creating effective clinical cases is time-consuming and requires significant expertise.
  • Generative Artificial Intelligence (AI) offers a potential solution for efficient case generation.

Purpose of the Study:

  • To explore the feasibility and educational value of AI-generated cases in continuing medical education.
  • To assess AI-generated COVID-19 scenarios for the MENA region.
  • To evaluate the potential of AI in enhancing case-based learning.

Main Methods:

  • Utilized Generative AI to analyze medical data and create clinical scenarios.
  • Focused on COVID-19 case scenarios relevant to the MENA region.
  • Assessed the educational value and feasibility of AI-generated cases.

Main Results:

  • AI-generated cases demonstrated potential in fostering learner engagement.
  • AI-generated cases were found to promote critical thinking skills.
  • The study suggests AI-generated cases are suitable for various educational levels.

Conclusions:

  • Generative AI is a viable tool for creating diverse and up-to-date clinical cases.
  • AI integration into case-based learning can enhance medical education.
  • Further research is needed to overcome adoption challenges for AI in medical education.