基于增强自适应匹配滤波的心电图交替初始参考值

Ilaria Marcantoni, Erica Iammarino, A. Sbrollini, M. Morettini, L. Burattini
{"title":"基于增强自适应匹配滤波的心电图交替初始参考值","authors":"Ilaria Marcantoni, Erica Iammarino, A. Sbrollini, M. Morettini, L. Burattini","doi":"10.22489/CinC.2022.208","DOIUrl":null,"url":null,"abstract":"Electrocardiographic alternans (ECGA) is the ABAB fluctuation of the electrocardiogram (ECG) and may manifest as P-wave/QRS-complex/T-wave alternans (PWA/QRSA/TWA). ECGA is a cardiovascular risk index, and its characterization may depend on the automatic identification method. Normal ranges (needed to define risk conditions) are still not available for the new enhanced adaptive matched filter (EAMF) method. Thus, the present study aims to provide them. EAMF was used to characterize ECGA (in terms of: amplitude, $\\mu V;$ area, $\\mu V\\times ms$; and duration, number of beats) in 15-lead ECG from 52 healthy subjects (39/13 male/female), from the “PTB Diagnostic ECG Database”. Median ECGA values over leads and subjects were: $2\\ \\mu V, 200\\ \\mu V\\times ms$, and 17 beats for PWA; $1\\ \\mu V, 80\\ \\mu V\\times ms$, and 8 beats for QRSA; and $7\\ \\mu V, {1300}\\ \\mu V\\times ms$, and 49 beats for TWA. ECGA in females $(PWA:4\\ \\mu V, 350\\ \\mu V\\times ms$ ,and 22 beats; QRSA: 1 $\\mu V, 80\\ \\mu V \\times ms$, and 11 beats; TWA: $10\\ \\mu V; 2000\\ \\mu V\\times ms$, and 49 beats) was higher $(^{*}p < 0.05)$ than ECGA in males (PWA: $20\\ \\mu V^{*}, 200\\ \\mu V\\times ms^{*}$, and $16\\ beats^{*}$; QRSA: $1\\ \\mu V, 80\\ \\mu V\\times ms$, and 7 beats; TWA: $6\\mu V, 1150\\ \\mu V\\times ms$, and 48 beats). Maximum ECGA values were observed in fundamental leads. The observed reference ECGA values seem reliable if comparing with pathological populations but are initial and analysis of wider datasets is needed.","PeriodicalId":117840,"journal":{"name":"2022 Computing in Cardiology (CinC)","volume":"498 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Initial Reference Values of Electrocardiographic Alternans by Enhanced Adaptive Matched Filter\",\"authors\":\"Ilaria Marcantoni, Erica Iammarino, A. Sbrollini, M. Morettini, L. Burattini\",\"doi\":\"10.22489/CinC.2022.208\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Electrocardiographic alternans (ECGA) is the ABAB fluctuation of the electrocardiogram (ECG) and may manifest as P-wave/QRS-complex/T-wave alternans (PWA/QRSA/TWA). ECGA is a cardiovascular risk index, and its characterization may depend on the automatic identification method. Normal ranges (needed to define risk conditions) are still not available for the new enhanced adaptive matched filter (EAMF) method. Thus, the present study aims to provide them. EAMF was used to characterize ECGA (in terms of: amplitude, $\\\\mu V;$ area, $\\\\mu V\\\\times ms$; and duration, number of beats) in 15-lead ECG from 52 healthy subjects (39/13 male/female), from the “PTB Diagnostic ECG Database”. Median ECGA values over leads and subjects were: $2\\\\ \\\\mu V, 200\\\\ \\\\mu V\\\\times ms$, and 17 beats for PWA; $1\\\\ \\\\mu V, 80\\\\ \\\\mu V\\\\times ms$, and 8 beats for QRSA; and $7\\\\ \\\\mu V, {1300}\\\\ \\\\mu V\\\\times ms$, and 49 beats for TWA. ECGA in females $(PWA:4\\\\ \\\\mu V, 350\\\\ \\\\mu V\\\\times ms$ ,and 22 beats; QRSA: 1 $\\\\mu V, 80\\\\ \\\\mu V \\\\times ms$, and 11 beats; TWA: $10\\\\ \\\\mu V; 2000\\\\ \\\\mu V\\\\times ms$, and 49 beats) was higher $(^{*}p < 0.05)$ than ECGA in males (PWA: $20\\\\ \\\\mu V^{*}, 200\\\\ \\\\mu V\\\\times ms^{*}$, and $16\\\\ beats^{*}$; QRSA: $1\\\\ \\\\mu V, 80\\\\ \\\\mu V\\\\times ms$, and 7 beats; TWA: $6\\\\mu V, 1150\\\\ \\\\mu V\\\\times ms$, and 48 beats). Maximum ECGA values were observed in fundamental leads. The observed reference ECGA values seem reliable if comparing with pathological populations but are initial and analysis of wider datasets is needed.\",\"PeriodicalId\":117840,\"journal\":{\"name\":\"2022 Computing in Cardiology (CinC)\",\"volume\":\"498 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Computing in Cardiology (CinC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.22489/CinC.2022.208\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Computing in Cardiology (CinC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22489/CinC.2022.208","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

心电图交替(Electrocardiographic alternating, ECGA)是心电图的ABAB波动,可表现为p波/QRS-complex/ t波交替(PWA/QRSA/TWA)。ECGA是一种心血管风险指标,其表征可能依赖于自动识别方法。对于新的增强自适应匹配滤波器(EAMF)方法来说,正常范围(定义风险条件所需)仍然不可用。因此,本研究旨在提供它们。用EAMF表征ECGA(振幅,$\mu V;面积,$\mu V乘以ms;52例健康受试者(男/女39/13)15导联心电图(PTB诊断心电图数据库)的持续时间、心跳次数。导联和受试者的ECGA值中位数为:2\ \mu V, 200\ \mu V乘以ms$, PWA为17次;$1\ \mu V, $ 80\ \mu V\乘以ms$, QRSA为8次节拍;$7\ \mu V, {1300}\ \mu V\乘以ms$, TWA为49次。雌性ECGA $(PWA:4\ \mu V, 350\ \mu V\times ms$, 22次跳动;QRSA: 1 $\ \mu V, 80\ \mu V \乘以ms$, 11次节拍;环球航空:$10\ \mu V;2000\ \mu V\ \倍ms$, 49次跳动$(^{*}p < 0.05)$高于男性(PWA: 20\ \mu V\倍ms$, 200\ \mu V\倍ms$, 16\ beats^{*}$;QRSA: $1\ \mu V, $ 80\ \mu V\乘以ms$, 7次节拍;TWA: $6\ \mu V, $ 1150\ \mu V\乘以ms$,和48次节拍)。在基本导联处观察到最大ECGA值。如果与病理人群比较,观察到的参考ECGA值似乎是可靠的,但这是初始的,需要对更广泛的数据集进行分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Initial Reference Values of Electrocardiographic Alternans by Enhanced Adaptive Matched Filter
Electrocardiographic alternans (ECGA) is the ABAB fluctuation of the electrocardiogram (ECG) and may manifest as P-wave/QRS-complex/T-wave alternans (PWA/QRSA/TWA). ECGA is a cardiovascular risk index, and its characterization may depend on the automatic identification method. Normal ranges (needed to define risk conditions) are still not available for the new enhanced adaptive matched filter (EAMF) method. Thus, the present study aims to provide them. EAMF was used to characterize ECGA (in terms of: amplitude, $\mu V;$ area, $\mu V\times ms$; and duration, number of beats) in 15-lead ECG from 52 healthy subjects (39/13 male/female), from the “PTB Diagnostic ECG Database”. Median ECGA values over leads and subjects were: $2\ \mu V, 200\ \mu V\times ms$, and 17 beats for PWA; $1\ \mu V, 80\ \mu V\times ms$, and 8 beats for QRSA; and $7\ \mu V, {1300}\ \mu V\times ms$, and 49 beats for TWA. ECGA in females $(PWA:4\ \mu V, 350\ \mu V\times ms$ ,and 22 beats; QRSA: 1 $\mu V, 80\ \mu V \times ms$, and 11 beats; TWA: $10\ \mu V; 2000\ \mu V\times ms$, and 49 beats) was higher $(^{*}p < 0.05)$ than ECGA in males (PWA: $20\ \mu V^{*}, 200\ \mu V\times ms^{*}$, and $16\ beats^{*}$; QRSA: $1\ \mu V, 80\ \mu V\times ms$, and 7 beats; TWA: $6\mu V, 1150\ \mu V\times ms$, and 48 beats). Maximum ECGA values were observed in fundamental leads. The observed reference ECGA values seem reliable if comparing with pathological populations but are initial and analysis of wider datasets is needed.
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
期刊最新文献
The Nonlinear Dynamic Response of Intrapartum Fetal Heart Rate to Uterine Pressure Heart Pulse Demodulation from Emfit Mattress Sensor Using Spectral and Source Separation Techniques Automated Algorithm for QRS Detection in Cardiac Arrest Patients with PEA Extraction Algorithm for Morphologically Preserved Non-Invasive Multi-Channel Fetal ECG Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals
×
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