Recommendations for the use of pediatric data in artificial intelligence and machine learning ACCEPT-AI
Vijaytha Muralidharan, Alyssa M. Burgart, Roxana Daneshjou, Sherri Rose
Abstract
ACCEPT-AI is a framework of recommendations for the safe inclusion of pediatric data in artificial intelligence and machine learning (AI/ML) research. It has been built on fundamental ethical principles of pediatric and AI research and incorporates age, consent, assent, communication, equity, protection of data, and technological considerations. ACCEPT-AI has been designed to guide researchers, clinicians, regulators, and policymakers and can be utilized as an independent tool, or adjunctively to existing AI/ML guidelines.
Topics & Concepts
Artificial intelligenceComputer scienceEquity (law)Inclusion (mineral)PsychologySocial psychologyPolitical scienceLawArtificial Intelligence in Healthcare and EducationEthics in Clinical ResearchAutopsy Techniques and Outcomes