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Recommendations for the use of pediatric data in artificial intelligence and machine learning ACCEPT-AI.

Vijaytha MuralidharanAlyssa M BurgartRoxana DaneshjouS Rose
Published in: NPJ digital medicine (2023)
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.
Keyphrases
  • artificial intelligence
  • big data
  • machine learning
  • deep learning
  • electronic health record
  • clinical practice
  • palliative care
  • transcription factor
  • young adults
  • data analysis
  • public health
  • global health