计算机技术与发展2017，Vol.27Issue(4)：157-160,4.DOI:10.3969/j.issn.1673-629X.2017.04.035
基于Hadoop的无线动态心电分析系统
Wireless Dynamic Electrocardiogram Analysis System Based on Hadoop
摘要
Abstract
Dynamic electrocardiogram (ECG) is to monitor ECG signal of human during daily activities,which has more clinical value than conventional ECG.In order to monitor dynamic ECG in real-time and perform comprehensive diagnosis according to users' personal information,a wireless dynamic electrocardiogram analysis system with Hadoop cluster has been designed and implemented,in which Android App on mobile devices is used as client to display status,manage files,perform diagnosis,and make emergency call,etc.The cloud platform utilizes generic hierarchical service modeling framework to analyze massive amounts of physiological data through a Hadoop cluster,and through exercise intervention,health risk assessment and other services to provide assistance for users.Results show that the system can complete storage and analysis tasks of the dynamic ECG under the condition of large data.It has solved the problem of that the traditional monitoring technology has been unable to effectively carry on the management and analysis.The analysis of the features of patient data and matching similar cases could help doctors improve the diagnostic accuracy and predict the treatment effect,and also can provide the patients access to medical service at any time.The system has the important practical significance in solving the issues with the ageing society and high medical treatment costs.关键词
动态心电/AndroidApp/Hadoop/云平台Key words
dynamic electrocardiogram/Android App/Hadoop/cloud platform分类
信息技术与安全科学引用本文复制引用
宋银涛,马千里,周炳威,卞春华..基于Hadoop的无线动态心电分析系统[J].计算机技术与发展,2017,27(4):157-160,4.基金项目
国家自然科学基金资助项目(GZ212062) （GZ212062）
