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Model of the glucose-insulin system of type-1 diabetics and optimization-based bolus calculation

机译:1型糖尿病患者的葡萄糖-胰岛素系统模型和基于优化的推注计算

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摘要

In this contribution, a mathematical model of the glucose-insulin system in the case of type-1 diabetes is presented. This model and is subsequently used to determine an optimal so-called bolus dosage adapted to the diabetic patient's future behaviour. This model on the one hand is chosen with a level of detail comprising the major part of daily situations. On the other hand, it is still relatively easy to parametrize in order to be usable within a so-called bolus calculator. The validity of the model is shown using real patient measurement data and the bolus optimization is carried out in a simulation environment.
机译:在此贡献中,提出了在1型糖尿病的情况下葡萄糖-胰岛素系统的数学模型。该模型随后被用于确定适合于糖尿病患者未来行为的最佳所谓的推注剂量。一方面,此模型的选择具有一定的详细程度,其中包括日常情况的主要部分。另一方面,参数化仍然相对容易,以便可以在所谓的推注计算器中使用。使用真实的患者测量数据显示模型的有效性,并在模拟环境中进行推注优化。

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