Almanac - Insights and Applications for the Healthcare CPD Community
Powered by
Alliance for Continuing Education in the Health Professions
  • Education
  • Outcomes
  • Leadership
  • Podcasts
  • Industry News
AI-generated Videos in Medical Education: Systematic Review
Friday, January 9, 2026

AI-generated Videos in Medical Education: Systematic Review

By: BMJ Open Quality

BMJ Open Quality (12/22/25) Artsi, Yaara; Sorin, Vera; Glicksberg, Benjamin; et al.

With the emergence of artificial intelligence (AI)-generated text-to-video tools in medical and patient education, a review of five empirical studies shows that evidence for their accuracy, effectiveness and safety remains limited and inconsistent. The included studies — spanning ophthalmology, plastic surgery, dysphagia rehabilitation and neurosurgical training — reported mixed results. Traditional materials were more accurate than AI-generated videos in ophthalmology, while an AI-assisted video game improved swallowing outcomes in dysphagia and patients preferred a video-avatar tool over a text chatbot in a plastic-surgery context. Small sample sizes, heterogeneous outcome measures and limited reporting of confidence intervals prevented meta-analysis. Overall, AI-generated videos may boost engagement or support specific outcomes, but accuracy concerns and methodological variability mean they should currently serve only as adjuncts to established educational resources until robust evidence demonstrates non-inferiority on key outcomes.

Read More

Keywords:   

Related Articles

Perioperative Medicine Designated as a New Clinical Topic to Enhance Anesthesiology Board Certification Exams
industry news
Perioperative Medicine Designated as a New Clinical Topic to Enhance Anesthesiology Board Certification Exams

By: American Society of Anesthesiologists

Implementing Quality Improvement Projects Across A Large Integrated Health Care System: Lessons from an ABMS Portfolio Program Sponsor
industry news
Implementing Quality Improvement Projects Across A Large Integrated Health Care System: Lessons from an ABMS Portfolio Program Sponsor

By: Journal of Continuing Education in the Health Professions

Breaking Silos: Improving Continuing Medical Education Planning Through Interdisciplinary Collaboration
industry news
Breaking Silos: Improving Continuing Medical Education Planning Through Interdisciplinary Collaboration

By: Permanente Journal

Real Outcomes: Stony Brook University Renaissance School of Medicine
industry news
Real Outcomes: Stony Brook University Renaissance School of Medicine

By: ACCME Newsletter

Alliance for Continuing Education in the Health Professions
2001 K Street NW, 3rd Floor North, Washington, DC 2006
P: (202) 367-1151 | F: (202) 367-2151 | E: acehp@acehp.org
Contact Us | Privacy Policy | Disclaimer | About
© Alliance for Continuing Education in the Health Profession
Login
Search