Estimation of a Machine Learning-Based Decision Rule to Reduce Hypoglycemia Among Older Adults With Type 1 Diabetes: A Post Hoc Analysis of Continuous Glucose Monitoring in the WISDM Study.

Angelica Cristello SarteauKushal S ShahMichael R KosorokKellee M MillerMichael RickelsTracey D BrownLaura A YoungRichard E Pratley

Published in: Journal of diabetes science and technology (2023)

The decision rule underscores the benefits of CGM for older adults to reduce hypoglycemia. Diagnostic CGM and laboratory markers may inform decision-making surrounding therapeutic CGM and identify older adults for whom CGM may be a critical intervention to reduce hypoglycemia.

Keyphrases

decision making
type diabetes
machine learning
glycemic control
physical activity
randomized controlled trial
artificial intelligence
big data
deep learning