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A Monitoring and Advisory System for Diabetes Patient Management Using a Rule-Based Method and KNN

机译:基于规则的方法和KNN的糖尿病患者管理监测和咨询系统

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摘要

Diabetes is difficult to control and it is important to manage the diabetic’s blood sugar level and prevent the associated complications by appropriate diabetic treatment. This paper proposes a system that can provide appropriate management for diabetes patients, according to their blood sugar level. The system is designed to send the information about the blood sugar levels, blood pressure, food consumption, exercise, etc., of diabetes patients, and manage the treatment by recommending and monitoring food consumption, physical activity, insulin dosage, etc., so that the patient can better manage their condition. The system is based on rules and the K Nearest Neighbor (KNN) classifier algorithm, to obtain the optimum treatment recommendation. Also, a monitoring system for diabetes patients is implemented using Web Services and Personal Digital Assistant (PDA) programming.
机译:糖尿病难以控制,通过适当的糖尿病治疗来控制糖尿病患者的血糖水平并预防相关并发症非常重要。本文提出了一种可以根据糖尿病患者的血糖水平对其进行适当管理的系统。该系统旨在发送有关糖尿病患者的血糖水平,血压,食物消耗,运动等信息,并通过建议和监控食物消耗,身体活动,胰岛素剂量等来管理治疗,因此病人可以更好地管理自己的病情。该系统基于规则和K最近邻(KNN)分类器算法,以获得最佳治疗建议。此外,使用Web服务和个人数字助理(PDA)程序实现了针对糖尿病患者的监视系统。

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