Investigating the value of glucodensity analysis of continuous glucose monitoring data in type 1 diabetes: an exploratory analysis

Investigating the value of glucodensity analysis of continuous glucose monitoring data in type 1 diabetes: an exploratory analysis

IntroductionContinuous glucose monitoring (CGM) devices capture longitudinal data on interstitial glucose levels and are increasingly used to show the dynamics of diabetes metabolism. Given the complexity of CGM data, it is crucial to extract important patterns hidden in these data through efficient...

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Bibliographic Details
Main Authors: Elvis Han Cui, Allison B. Goldfine, Michelle Quinlan, David A. James, Oleksandr Sverdlov
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Clinical Diabetes and Healthcare
Subjects:
CGM
functional data analysis
glucodensity
pharmacodynamics
visualization
Online Access:https://www.frontiersin.org/articles/10.3389/fcdhc.2023.1244613/full

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