Preliminary Level Cardiac Abnormality Detection Using Wireless Telecardiology System

M. Mitra, S. Mitra, J. Bera, Rajarshi Gupta, B. Chaudhuri
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引用次数: 5

Abstract

This paper describes a portable diagnostic telecardiology system, aimed to benefit the rural people of a third world country like India. The designed system consists of two major blocks; the first one is required to be carried to the patient home, named 'Portable Telecardiology Kit'. The second one, named 'Automated Cardiac Signal Processor', a PC based system, to be permanently placed at the nearest rural health care center. The 'Portable Telecardiology Kit' contains a portable ECG machine, a dedicated microcontroller-based full duplex communication system, both interfaced, in a single enclosure. This kit will convert the ECG signal along with a tag page (containing different information regarding patient's health and history of illness) to a digitized serial electromagnetic wave. The signal may be transmitted over a distance of about 7-10 km through a cordless phone under full duplex mode. The PC-based system, after receiving the transmitted signal from patient site, extract the ECG signal after proper filtering, and then pass the signal through an in-built knowledge-base. Finally, a rule-based rough set decision system is generated for the development of an inference engine for disease identification from these time-plane features. The system will generate a report indicating the preliminary level abnormalities, and the precautions that can be adopted at an early stage. The entire report is then sent to the Portable kit at the patient bed-site.
利用无线心电学系统初步检测心脏异常
本文介绍了一种便携式心电诊断系统,旨在使印度等第三世界国家的农村人口受益。设计的系统由两个主要模块组成;第一个被要求携带到病人家中,名为“便携式心电学工具包”。第二个系统名为“自动心脏信号处理器”,这是一个基于个人电脑的系统,将永久放置在最近的农村卫生保健中心。“便携式心电学工具包”包含一个便携式心电图机,一个专用的基于微控制器的全双工通信系统,两个接口,在一个单独的外壳中。该试剂盒将心电图信号与标签页(包含有关患者健康和病史的不同信息)一起转换为数字化串行电磁波。该信号可在全双工模式下通过无绳电话在约7-10公里的距离上传输。基于pc的系统在接收到患者现场发送的信号后,经过适当的滤波提取心电信号,然后通过内置的知识库传递。最后,生成了基于规则的粗糙集决策系统,用于开发基于这些时间平面特征的疾病识别推理引擎。系统将生成一个报告,显示初步的异常水平,以及在早期阶段可以采取的预防措施。然后将整个报告发送到患者床边的便携式工具包中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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