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Early Detection of Elevated Ketone Bodies in Type 1 Diabetes Using Insulin and Glucose Dynamics Across Age Groups: Model Development Study

Early Detection of Elevated Ketone Bodies in Type 1 Diabetes Using Insulin and Glucose Dynamics Across Age Groups: Model Development Study

A recent study by Cichosz and Bender [13] demonstrated the potential of CGM data in predicting elevated ketone levels among adults with T1 D. However, such investigations remain scarce in pediatric populations and have not incorporated insulin data. Consequently, this study aims to explore the predictive potential of CGM and insulin data for elevated ketone bodies in pediatric and adult patients with T1 D using a closed-loop system.

Simon Cichosz, Clara Bender

JMIR Diabetes 2025;10:e67867