A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management
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DOI: 10.1109/jbhi.2023.3249571
Abstract: Mealtime insulin dosing is a major challenge for people living with type 1 diabetes (T1D). This task is typically performed using a standard formula that, despite containing some patient-specific parameters, often leads to sub-optimal glucose… read more here.
Keywords: insulin bolus; calculator based; bolus calculator; type diabetes ... See more keywords
Automatic Tuning of CIR and ISF with the Adaptive Bolus Calculator (ABC) Approach Is Safe and Reliable—Results from a Hybrid In Silico Evaluation
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DOI: 10.2337/db18-970-p
Abstract: Introduction: T1DM patients usually determine their bolus insulin requirements using a patient and daytime specific carbohydrate to insulin ratio (CIR) and insulin sensitivity factor (ISF). These factors are tuned by the patients themselves with assistance… read more here.
Keywords: cir; cir isf; adaptive bolus; automatic tuning ... See more keywords
The Use of a Smart Bolus Calculator Informed by Real-time Insulin Sensitivity Assessments Reduces Postprandial Hypoglycemia Following an Aerobic Exercise Session in Individuals With Type 1 Diabetes
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DOI: 10.2337/dc19-1675
Abstract: OBJECTIVE Insulin dosing in type 1 diabetes (T1D) is oftentimes complicated by fluctuating insulin requirements driven by metabolic and psychobehavioral factors impacting individuals’ insulin sensitivity (IS). In this context, smart bolus calculators that automatically tailor… read more here.
Keywords: insulin; hypoglycemia; time; bolus calculator ... See more keywords