Related Experiment Video
Updated: Jul 17, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
Published on: December 6, 2024
Recommendations for the use of pediatric data in artificial intelligence and machine learning ACCEPT-AI
V Muralidharan1, A Burgart2, R Daneshjou3,4
1Department of Dermatology, Stanford University, Stanford, USA. vmurali5@stanford.edu.
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.

