Use of hidden Marcov models for the analysis of multiple lead ECG recordings

D. Voudouris, M. Strintzis, N. Maglaveras, C. Pappas
{"title":"Use of hidden Marcov models for the analysis of multiple lead ECG recordings","authors":"D. Voudouris, M. Strintzis, N. Maglaveras, C. Pappas","doi":"10.1109/CIC.1993.378294","DOIUrl":null,"url":null,"abstract":"A new hidden Marcov model (HMM) structure with vector-valued observation sequences is developed for the characterization of cardiac arrhythmias and other irregularities in multiple-lead ECG recordings. An analysis procedure is then proposed which generalises the HMM analysis developed for single-lead ECGs.<<ETX>>","PeriodicalId":20445,"journal":{"name":"Proceedings of Computers in Cardiology Conference","volume":"24 1","pages":"899-902"},"PeriodicalIF":0.0000,"publicationDate":"1993-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of Computers in Cardiology Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIC.1993.378294","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

A new hidden Marcov model (HMM) structure with vector-valued observation sequences is developed for the characterization of cardiac arrhythmias and other irregularities in multiple-lead ECG recordings. An analysis procedure is then proposed which generalises the HMM analysis developed for single-lead ECGs.<>
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
使用隐马尔可夫模型分析多个导联心电图记录
提出了一种新的隐马尔可夫模型(HMM)结构,该模型具有向量值观察序列,用于表征多导联心电图记录中的心律失常和其他不规则现象。然后提出了一种分析程序,它推广了单导联心电图的HMM分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A 528 channel system for the acquisition and display of defibrillation and electrocardiographic potentials Computers: the heart of screening Signal averaging enhancement by jitter deconvolution Numerical simulation of the flow in model skeletal muscle ventricles Transmembrane potential changes during stimulation in a bidomain model of the myocardium
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1