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Enhanced Wearable Medical Systems for Effective Blood Glucose Control

机译:有效控制血糖的增强型可穿戴医疗系统

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Wearable medical systems are prevalent in recent years. Researchers have done enormous experiments and thousands of people have got benefits from them. Wearable medical systems involve many fields, and we mainly talk about blood glucose-insulin control in this paper. The general living standards continue to improve, even though the prevalence of diabetes is dramatically rising. Current methods for treating diabetes is mainly confined to manually injecting insulin for the patient, which is inconvenient and highly expensive. Meanwhile, they are not fine-grained for doctors to accurately control insulin levels, so we try to improve the whole system for blood glucose-insulin control. Wearable medical system for blood glucose-insulin control mainly consists of three parts, Continuous Glucose Monitoring System (CGMS), insulin pump and loop control algorithm. CGSM and insulin pump have made great advances in recent years, but we are still trying to find a better method to decrease errors introduced by mechanical measurement. Loop control algorithm is vitally important and complex to study in this system. We introduce a novel algorithm which can better control blood glucose and insulin levels. To optimize this algorithm and solve storage problem, we also add big data analysis to this system. Our simulations are based on real data from 8 patients during 3 days stay in hospital. We have finally concluded that our system performs well. The research of blood control is one part of wearable medical systems which is of great significance.
机译:近年来,可穿戴医疗系统十分普遍。研究人员进行了巨大的实验,成千上万人从中受益。可穿戴医疗系统涉及许多领域,本文主要讨论血糖-胰岛素的控制。尽管糖尿病的患病率急剧上升,但总体生活水平仍在不断提高。当前用于治疗糖尿病的方法主要限于为患者手动注射胰岛素,这是不方便且昂贵的。同时,它们不能精确地控制医生的胰岛素水平,因此我们尝试改善整个血糖-胰岛素控制系统。用于血糖-胰岛素控制的可穿戴医疗系统主要由三个部分组成:连续血糖监测系统(CGMS),胰岛素泵和回路控制算法。近年来,CGSM和胰岛素泵取得了长足的进步,但是我们仍在尝试寻找一种更好的方法来减少机械测量带来的误差。回路控制算法在该系统中研究至关重要。我们介绍一种可以更好地控制血糖和胰岛素水平的新颖算法。为了优化该算法并解决存储问题,我们还向该系统添加了大数据分析。我们的模拟基于住院3天期间8名患者的真实数据。我们最终得出结论,我们的系统运行良好。血液控制的研究是可穿戴医疗系统的一部分,具有重要意义。

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