基于云的农村心电远程监护系统初步研究

Timotius Christopher Tantokusumo, A. A. Iskandar, I. M. J. R. Artha
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引用次数: 0

摘要

据印度尼西亚共和国卫生部称,心血管疾病患者的人数继续增加,是印度尼西亚的最高死亡原因。最常见的心血管疾病表现是心房颤动。印度尼西亚农村地区的心血管疾病患病率为1.3%,只有三分之一的心血管疾病患者接受了预防性治疗。接受预防性治疗的患者数量较少是由于缺乏活跃的心脏病专家和印度尼西亚未优化的卫生保健设施整合系统。因此,一个配备计算机辅助诊断的虚拟访问系统,将农村地区的公共卫生中心与地区医院的心脏病专家连接起来,以提高卫生保健服务的绩效。本研究采用Amazon Web Services技术,结合ESP32和micro-SD技术,开发了模拟心电数据传输的虚拟接入系统。开发的系统可以公开访问,并能够进行云计算来检测房颤。此外,所开发的采用缓冲方法的系统数据传输在1分钟、5分钟、60小时内显示0%数据丢失的结果;24小时传输的额外数据为0.0014%。因此,所开发的系统具有很高的动态心电图监测的可能性,其实现不局限于心电信号数据的传输。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preliminary ECG Cloud-based Telecardiology System for Rural Areas
According to the Ministry of Health of Republic Indonesia, cardiovascular disease the number of sufferers continues to increase every and ranks the highest cause of death in Indonesia. The most common CVD manifestation is atrial fibrillation. The CVD prevalence in rural areas of Indonesia is 1.3% and only one-third of CVD patients received preventive treatment. The low number of patients receiving preventive treatment is due to a shortage of active cardiologists and an unoptimized health care facility integration system in Indonesia. Therefore, a virtual access system equipped with a computer-aided diagnosis that connects a public health center in a rural area with cardiologists in a district hospital for better health care service performance. In this research, the virtual access system was developed by using Amazon Web Services along with ESP32 and micro-SD for simulating the ECG data transmission. The developed system can be accessed publicly and able to do cloud computation to detect atrial fibrillation. Furthermore, the developed system data transmission with the buffer method showed a result of 0% data loss in 1 minute, 5 minutes, 60 hours; and 0.0014% of extra data for 24 hours of transmission. Thus, the developed system has a high possibility for Holter monitoring and its implementation is not limited to ECG signal data transmission.
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