Using AI-generated suggestions from ChatGPT to optimize clinical decision support.

Siru LiuAileen P WrightBarron L PattersonJonathan P WandererRobert W Turer Scott D Nelson Allison B McCoy Dean F Sittig Adam Wright

Published in: Journal of the American Medical Informatics Association : JAMIA (2023)

AI-generated suggestions could be an important complementary part of optimizing CDS alerts, can identify potential improvements to alert logic and support their implementation, and may even be able to assist experts in formulating their own suggestions for CDS improvement. ChatGPT shows great potential for using large language models and reinforcement learning from human feedback to improve CDS alert logic and potentially other medical areas involving complex, clinical logic, a key step in the development of an advanced learning health system.

Keyphrases

clinical decision support
quantum dots
electronic health record
healthcare
artificial intelligence
endothelial cells
visible light
primary care
autism spectrum disorder
machine learning
human health
risk assessment
quality improvement
climate change
deep learning