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Navigating AI with pedagogical purpose: Toward an anatomy-centered framework for AI-enhanced learning
Rachel Jayasekhar1, Gok Kandasamy1
1School of Health and Life Sciences, Teesside University, Middlesbrough, UK.
Anatomical Sciences Education
|July 26, 2026
Summary
Artificial Intelligence (AI) offers personalized medical education, but lacks specific frameworks for anatomy. This study proposes an Anatomy-AI Integration Framework to guide AI
Area of Science:
- Medical Education
- Artificial Intelligence
- Anatomy
Background:
- Artificial Intelligence (AI) is revolutionizing medical education with personalized and immersive learning.
- Anatomy education, crucial for clinical practice, requires specialized pedagogical approaches for AI integration.
- Existing AI frameworks are general and not tailored to the unique demands of anatomy learning.
Purpose of the Study:
- To identify the pedagogical gap in AI integration for anatomy education.
- To propose a novel Anatomy-AI Integration Framework.
- To provide a roadmap for intentional and clinically relevant AI implementation in anatomy.
Main Methods:
- Literature review of AI in medical education and clinical frameworks.
- Analysis of cognitive, psychomotor, and affective demands in anatomy learning.
- Development of the four-domain Anatomy-AI Integration Framework.
Main Results:
- Identified a critical gap in discipline-specific AI pedagogical frameworks for anatomy.
- Proposed the Anatomy-AI Integration Framework with four domains: Theoretical Grounding, Competency Alignment, Embodied Learning, and Ethical Engagement.
- Outlined a validation pathway for transitioning the framework from concept to evidence-based practice.
Conclusions:
- The proposed framework addresses the unique needs of anatomy education for effective AI integration.
- This framework guides the development of pedagogically sound and clinically relevant AI tools for anatomy.
- Further research and validation are needed to establish evidence-based AI practices in anatomy education.