2021
DOI: 10.2337/dc21-0932
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Advanced Closed-Loop Control System Improves Postprandial Glycemic Control Compared With a Hybrid Closed-Loop System Following Unannounced Meal

Abstract: OBJECTIVE Meals are a major hurdle to glycemic control in type 1 diabetes (T1D). Our objective was to test a fully automated closed-loop control (CLC) system in the absence of announcement of carbohydrate ingestion among adolescents with T1D, who are known to commonly omit meal announcement. RESEARCH DESIGN AND METHODS Eighteen adolescents with T1D (age 15.6 ± 1.7 years; HbA1c 7.4 ± 1.5%; 9 females/9 males) participated in a … Show more

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Cited by 30 publications
(17 citation statements)
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References 34 publications
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“…The IS-informed BC would then modify the amount obtained through 7 by a factor of S I r a t i o , in a similar manner as the method used in Fabris et al 1 Note that this would imply a proportional modification of both CR and CF, instead of solely modifying the correction element in the meal bolus as proposed for bolus calculators in Schmidt and Norgaard. 36…”
Section: Methodsmentioning
confidence: 99%
“…The IS-informed BC would then modify the amount obtained through 7 by a factor of S I r a t i o , in a similar manner as the method used in Fabris et al 1 Note that this would imply a proportional modification of both CR and CF, instead of solely modifying the correction element in the meal bolus as proposed for bolus calculators in Schmidt and Norgaard. 36…”
Section: Methodsmentioning
confidence: 99%
“…Zheng et al [23] employ the minimal model and run multiple simulations when the difference between the model trajectory and CGM trajectory is larger than a set value, to explain the likely meal size to reduce this divergence. Finally, Garcia-Torado et al [24] rely on a classification model (logistic regression) that continuously estimates the probability of an unannounced meal and provides a scaled insulin bolus based on the total daily insulin instead of estimating the carbohydrate content.…”
Section: Related Workmentioning
confidence: 99%
“…Four days were repeated for each individual, with an unannounced meal on the second day. Garcia-Tirado et al 98 present results comparing the new controller (“RocketAP”) with the previous controller (“USS-Virginia”). Particularly during the six hours following the unannounced meal, the RocketAP outperformed the USS-Virginia, with a reduced time-above-range.…”
Section: Session 5: Artificial Pancreas: Scientific Advancesmentioning
confidence: 99%