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Advancing AI Across Academic Medicine Resource Collection

The AAMC recognizes the growing importance of artificial intelligence (AI) across academic medicine and is committed to fostering innovation within the community. The Advancing AI Across Academic Medicine Resource Collection is a repository of timely, freely accessible resources designed to help all medical schools, academic health systems, and teaching hospitals effectively integrate AI into their educational environments. This collection is intended to address the immediate need to share practical resources, acknowledging that further research and scholarship in this area will continue to develop over time. This collection will be updated periodically through future calls for resources.

This collection aims to: 

  • Provide practical AI resources for use in medical education settings.
  • Foster innovation and collaboration in AI across academic medicine.
  • Support ethical, fair, and responsible AI integration in medical education.
  • Offer accessible resources beyond traditional publishing channels.

To cite an item in this collection, use the following format: First Author Last Name First Initial, Second Author Last Name First Initial. Resource Title. AAMC Advancing AI Across Academic Medicine Resource Collection. URL. Date Accessed. 

Learn more about how the AAMC is committed to supporting and leading the advancement of AI in academic medicine and how you can get involved.  

Use the filters to sort the included resources according to your needs. With questions about the collection, please email wstaiger@aamc.org. 

All content in this collection reflects the views of the author(s) and does not reflect the official policy or views of the AAMC unless clearly specified. These resources are for informational purposes only and are not intended for legal, financial, or other professional advice. The AAMC is not responsible for the contents or operation of any resource that is not owned or controlled by the AAMC, and the inclusion of a resource does not imply AAMC endorsement. 

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Continuing Professional Development – Professional Staff Graduate Medical Education Undergraduate Medical Education Educational Tools Professional Development Competency Development Curriculum Development
Advancing AI Resource Collection
Medical Education Case Generator GPT Workflow

This standardized process can be used for generating structured AI-enabled virtual patient profiles for graduate medical education simulations.

Advancing AI Resource Collection
CGEA Artificial Intelligence Framework for Educators

This framework supports the development of medical educators across all skill levels in artificial intelligence.

Advancing AI Resource Collection
AI-Enhanced Medical Education Content Creation Framework: A Systematic Tool Selection and Implementation Guide

This systematic framework provides structured guidance for faculty looking to select and implement an AI tool to create high-quality educational content.

Advancing AI Resource Collection
Standardized Patient Script and Feedback Rubric for Discussing Borderline Personality Disorder with an AI-Simulated Patient

This simulation tool is designed for medical students to practice clinical interviewing using large language models.

Advancing AI Resource Collection
AI SPARC: A Reflective Framework for Prompting AI When Used as an Educator's Thought Partner

This resource provides a reflective prompting guide for educators using AI as a thought partner in designing curricula.

Advancing AI Resource Collection
A Faculty Toolkit for Transforming eLearning into Active Learning

This faculty development toolkit provides resources to transform passive eLearning into active learning in online medical education.

Advancing AI Resource Collection
AI Prompt-a-Thon Resources: Sample Cases, Tasks, and Prompts to Teach the Use of AI for Clinical Reasoning

The NYU Grossman School of Medicine AI Prompt-a-thon site offers resources to create and refine prompts for generative AI tools like ChatGPT.

Advancing AI Resource Collection
Minimally Invasive, Maximally Intelligent: Open-Source AI Code for the Busy Medical Education Community

The Qocompass AI database provides open-source AI code for medical education.

Advancing AI Resource Collection
Transforming AI-Powered Undergraduate Medical Education: Tools and Resources for Fun-filled Learning Experiences and Collaborative Innovation

This resource provides use cases for AI-powered tools to enhance learners’ cognitive retention, clinical reasoning, and exam readiness.

Advancing AI Resource Collection
Foundations in AI Ethics for Medical Students: A Structured Session for Navigating Health Care’s Digital Transformation

This educational module introduces medical students to AI ethics in health care through a discussion-based session.