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Six-step approach for developing customized GPT in medical education


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  1. Department of Pharmacy Practice and Assessment Unit, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia.
  2. Department of Clinical Biochemistry, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.
  3. Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt.
  4. Department of Physiological Sciences, MBBS program, Fakeeh College for Medical Sciences, Jeddah, Saudi Arabia.
  5. Medical Histology and Cell Biology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt.
  6. Food, Nutrition, and Lifestyle Research Unit, King Fahd for Medical Research Centre, King Abdulaziz University, Jeddah, Saudi Arabia.
  7. Department of Clinical Anatomy, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.
  8. Department of Histology, Faculty of Medicine, Cairo University, Cairo, Egypt.
  9. Faculty of Medicine, South Valley University, Egypt.
  10. Department of General Surgery, Faculty of Medicine, South Valley University, Qena, Egypt.
  11. Infectious diseases, Faculty of pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia.
  12. Tropical Medicine and Infectious diseases, Faculty of Medicine, Tanta University, Egypt.
  13. Makkah National College, Makkah, Saudi Arabia and Ministry of Health, Egypt.

Abstract

Incorporating generative AI into medical education is important nowadays. This study employs a six-step approach to establish guidelines for creating customized GPT models in this field. Following structured steps, we developed customized GPT models using ChatGPT Plus, ensuring these tools effectively meet specific educational and research needs. The research introduced a six-step approach for developing customized Generative Pre-trained Transformer (GPT) models that enhance constructivist learning by enabling students to engage actively with content through inquiry and immediate feedback, thus deepening their understanding and skills. Some GPTs were tailored to support faculty members in developing their courses, effectively managing student assessment, and enhancing the quality and accreditation process. In addition, two of these GPTs were specifically tailored for supporting researchers in developing and revising their research. A total number of fifteen customized GPT models were developed for these purposes and are currently in the pilot phase, with ongoing evaluation studies to assess their effectiveness. Developing these customized ChatGPT models marks a significant advancement in technology for medical education, promising substantial enhancements in teaching, learning, assessment, and research. These AI-driven tools, structured by a comprehensive six-step method, aim to improve educational outcomes, provide personalized learning experiences, and enhance scientific research and the quality and accreditation processes. Nevertheless, they also present technical, pedagogical, and ethical challenges that require careful management.



Keywords: Customized GPT, Generative AI, Medical education, Constructivist learning, Educational technology


How to cite this article:
Vancouver
Hassanien MA, Elsamanoudy AZ, Ghoneim FM, Hegazy GA, Amin HA, Mustafa HN, et al. Six-step approach for developing customized GPT in medical education. J Adv Pharm Educ Res. 2025;15(2):107-15. https://doi.org/10.51847/1GHL2Sws00
APA
Hassanien, M. A., Elsamanoudy, A. Z., Ghoneim, F. M., Hegazy, G. A., Amin, H. A., Mustafa, H. N., Younes, M., Abo-Halawa, N., Saadany, S. E., & Kamer, R. A. A. (2025). Six-step approach for developing customized GPT in medical education. Journal of Advanced Pharmacy Education and Research, 15(2), 107-115. https://doi.org/10.51847/1GHL2Sws00
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