Literature DB >> 20167168

Methods of evaluating the utility of continuous glucose monitor alerts.

Apurv Kamath1, Aarthi Mahalingam, James Brauker.   

Abstract

BACKGROUND: The evaluation of continuous glucose monitor (CGM) alert performance should reflect patient use in real time. By evaluating alerts as real-time events, their ability to both detect and predict low and high blood glucose (BG) events can be examined.
METHOD: True alerts (TA) were defined as a CGM alert occurring within +/- 30 minutes from the beginning of a low or a high BG event. The TA time to detection was calculated as [time of CGM alert] - [beginning of event]. False alerts (FA) were defined as a BG event outside of the alert zone within +/- 30 minutes from a CGM alert. Analysis was performed comparing DexCom SEVEN PLUS CGM data to BG measured with a laboratory analyzer.
RESULTS: Of 49 low glucose events (BG < or =70 mg/dl), with the CGM alert set to 90 mg/dl, the TA rate was 91.8%. For 50% of TAs, the CGM alert preceded the event by at least 21 minutes. The FA rate was 25.0%. Similar results were found for high alerts.
CONCLUSION: Continuous glucose monitor alerts are capable of both detecting and predicting low and high BG events. The setting of alerts entails a trade-off between predictive ability and FA rate. Realistic analysis of this trade-off will guide patients in the effective utilization of CGM. 2010 Diabetes Technology Society.

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Year:  2010        PMID: 20167168      PMCID: PMC2825625          DOI: 10.1177/193229681000400108

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  17 in total

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3.  Fitting dynamic models with forcing functions: application to continuous glucose monitoring in insulin therapy.

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4.  Continuous Glucose Monitoring: A Perspective on Its Past, Present, and Future Applications for Diabetes Management.

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