Preparing Tomorrow's Physicians for AI-Driven Healthcare: Insights from a Study on Medical Students', Interns', and Residents' Knowledge, Attitudes, and Educational Needs - Summary - MDSpire

Preparing Tomorrow's Physicians for AI-Driven Healthcare: Insights from a Study on Medical Students', Interns', and Residents' Knowledge, Attitudes, and Educational Needs

  • By

  • Syeda, Asma F.

  • Alriyami, Fatima

  • Alketbi, Maha

  • Alshebli, Asma

  • Rahma, Azhar

  • Al-Houqani, Mohammed

  • May 7, 2026

  • 0 min

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Objective:

To examine medical and dental trainees' knowledge, attitudes, real-world experiences, and educational needs related to AI in healthcare, with particular attention to trust, workflow integration, human oversight, and institutional governance.

Key Findings:
  • Moderate awareness of AI applications among trainees.
  • Limited formal AI training reported.
  • Strong support for structured AI education.
  • Four themes identified: perceived value of AI, AI as a clinical support tool, trust and human oversight, and ethical/system-level preconditions.
  • Concerns regarding accuracy, bias, data security, accountability, and preservation of empathy in patient care.
Interpretation:

Trainees view AI as an assistive tool but express concerns regarding trust, accuracy, and ethical implications.

Limitations:
  • Study conducted in a single country (UAE), which may limit generalizability.
  • Sample size for qualitative interviews was small (n = 16).
Conclusion:

Preparing future physicians for AI-enabled healthcare requires human-centered, ethically grounded, and system-ready educational approaches that align education, workflow integration, and governance.

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