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.

Anna R Kahkoska,Kushal S Shah,Michael R Kosorok,Kellee M Miller, Michael Rickels,Ruth S Weinstock,Laura A Young,Richard E Pratley

Journal of diabetes science and technology（2023）

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摘要

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.

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关键词

continuous glucose monitoring,heterogeneous treatment effects,hypoglycemia,older adults,precision medicine,type 1 diabetes

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