Predicting High Glycemia Risk Index Trajectory in Individuals With Type 1 Diabetes and Long-term Continuously Glucose Monitoring
Authors' conclusion
Our modeling approach shows promise for predicting glycemic control quality (area under the receiver operating characteristic curve [ROC-AUC] of 0.87) six to nine months from baseline.
Study context
- Population
- Individuals with T1D with long-term continuous glucose monitoring (CGM) data; >250,000 days of measurements over four years
- Participants
- 736 individuals
- Outcome
- High glycemia risk index (GRI) (>60)
- Follow-up
- Six to nine months from baseline
Performance
As reported in the abstract
Prediction of high GRI (>60)
ROC-AUC
0.87
Original publication
Predicting High Glycemia Risk Index Trajectory in Individuals With Type 1 Diabetes and Long-term Continuously Glucose Monitoring. J Diabetes Sci Technol. Published 12 April 2025. doi:10.
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