低成本、自动化和现场可部署的2导联心肌梗死检测系统的特性

Neha Arora, B. Mishra
{"title":"低成本、自动化和现场可部署的2导联心肌梗死检测系统的特性","authors":"Neha Arora, B. Mishra","doi":"10.1109/COMSNETS48256.2020.9027451","DOIUrl":null,"url":null,"abstract":"Myocardial Infarction (MI) or Ischemia is a condition where the heart becomes deficit of blood supply due to blockage or narrowing of arteries. Conventionally 12 Lead Electrocardiograph (ECG) is used to detect such anomalies but pose a challenge within home settings. To overcome this challenge, we propose a low cost, automated Myocardial Infarction (MI) system that has been validated with single, 2-lead and 3-lead ECG acquisition. We conclude that the 2-lead system provides superior results in terms of positive predictivity, sensitivity, specificity and accuracy to be 94.6%, 84.2%, 86.5% and 85% respectively and is worthy of field deployment.","PeriodicalId":265871,"journal":{"name":"2020 International Conference on COMmunication Systems & NETworkS (COMSNETS)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Characterization of a Low Cost, Automated and Field Deployable 2-Lead Myocardial Infarction Detection System\",\"authors\":\"Neha Arora, B. Mishra\",\"doi\":\"10.1109/COMSNETS48256.2020.9027451\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Myocardial Infarction (MI) or Ischemia is a condition where the heart becomes deficit of blood supply due to blockage or narrowing of arteries. Conventionally 12 Lead Electrocardiograph (ECG) is used to detect such anomalies but pose a challenge within home settings. To overcome this challenge, we propose a low cost, automated Myocardial Infarction (MI) system that has been validated with single, 2-lead and 3-lead ECG acquisition. We conclude that the 2-lead system provides superior results in terms of positive predictivity, sensitivity, specificity and accuracy to be 94.6%, 84.2%, 86.5% and 85% respectively and is worthy of field deployment.\",\"PeriodicalId\":265871,\"journal\":{\"name\":\"2020 International Conference on COMmunication Systems & NETworkS (COMSNETS)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Conference on COMmunication Systems & NETworkS (COMSNETS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/COMSNETS48256.2020.9027451\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on COMmunication Systems & NETworkS (COMSNETS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMSNETS48256.2020.9027451","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

心肌梗塞(MI)或缺血是由于动脉阻塞或狭窄导致心脏供血不足的一种情况。传统上,12导联心电图(ECG)用于检测此类异常,但在家庭环境中存在挑战。为了克服这一挑战,我们提出了一种低成本、自动化的心肌梗死(MI)系统,该系统已通过单导联、二导联和三导联心电图采集进行了验证。结果表明,双导联系统的阳性预测值、灵敏度、特异度和准确度分别为94.6%、84.2%、86.5%和85%,值得临床推广应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterization of a Low Cost, Automated and Field Deployable 2-Lead Myocardial Infarction Detection System
Myocardial Infarction (MI) or Ischemia is a condition where the heart becomes deficit of blood supply due to blockage or narrowing of arteries. Conventionally 12 Lead Electrocardiograph (ECG) is used to detect such anomalies but pose a challenge within home settings. To overcome this challenge, we propose a low cost, automated Myocardial Infarction (MI) system that has been validated with single, 2-lead and 3-lead ECG acquisition. We conclude that the 2-lead system provides superior results in terms of positive predictivity, sensitivity, specificity and accuracy to be 94.6%, 84.2%, 86.5% and 85% respectively and is worthy of field deployment.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信