• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

快速的非侵入式胎儿心电图提取技术。

Fast technique for noninvasive fetal ECG extraction.

机构信息

Department of Signal Theory and Communications,University of Seville, Seville 41092, Spain.

出版信息

IEEE Trans Biomed Eng. 2011 Feb;58(2):227-30. doi: 10.1109/TBME.2010.2059703. Epub 2010 Jul 19.

DOI:10.1109/TBME.2010.2059703
PMID:20643598
Abstract

This letter describes a fast and very simple algorithm for estimating the fetal electrocardiogram (FECG). It is based on independent component analysis, but we substitute its computationally demanding calculations for a much simpler procedure. The resulting method consists of two steps: 1) a dimensionality reduction step and 2) a computationally light postprocessing stage used to enhance the FECG signal.

摘要

这封信描述了一种快速而非常简单的胎儿心电图 (FECG) 估计算法。它基于独立成分分析,但我们用更简单的过程代替了其计算量大的计算。所得到的方法包括两个步骤:1)降维步骤和 2)用于增强 FECG 信号的计算量轻的后处理阶段。

相似文献

1
Fast technique for noninvasive fetal ECG extraction.快速的非侵入式胎儿心电图提取技术。
IEEE Trans Biomed Eng. 2011 Feb;58(2):227-30. doi: 10.1109/TBME.2010.2059703. Epub 2010 Jul 19.
2
[The extraction of fetal electrocardiogram singal based on improved ICA algorithm].基于改进独立成分分析算法的胎儿心电图信号提取
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2011 Feb;28(1):36-9.
3
[Fetal electrocardiogram extraction based on independent component analysis and quantum particle swarm optimizer algorithm].基于独立成分分析和量子粒子群优化算法的胎儿心电图提取
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2011 Oct;28(5):941-5.
4
A novel technique for the extraction of fetal ECG using polynomial networks.一种使用多项式网络提取胎儿心电图的新技术。
IEEE Trans Biomed Eng. 2005 Jun;52(6):1148-52. doi: 10.1109/TBME.2005.844046.
5
[A new method of extracting FECG by BSS of sparse signal].[一种基于稀疏信号盲源分离的胎儿心电信号提取新方法]
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2009 Dec;26(6):1206-10.
6
Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation.无创胎儿心电图提取:盲分离与自适应噪声消除
IEEE Trans Biomed Eng. 2001 Jan;48(1):12-8. doi: 10.1109/10.900244.
7
Measurement method for the fetal electrocardiogram.胎儿心电图的测量方法。
Minim Invasive Ther Allied Technol. 2006;15(4):214-7. doi: 10.1080/13645700600845654.
8
A new method for the extraction of fetal ECG from the composite abdominal signal.一种从复合腹部信号中提取胎儿心电图的新方法。
IEEE Trans Biomed Eng. 2000 Apr;47(4):507-16. doi: 10.1109/10.828150.
9
Fetal heart rate monitoring based on independent component analysis.基于独立成分分析的胎儿心率监测
Comput Biol Med. 2006 Mar;36(3):241-52. doi: 10.1016/j.compbiomed.2004.11.004.
10
Single-lead noninvasive fetal ECG extraction by means of combining clustering and principal components analysis.基于聚类和主成分分析的单导联胎儿心电图提取。
Med Biol Eng Comput. 2020 Feb;58(2):419-432. doi: 10.1007/s11517-019-02087-7. Epub 2019 Dec 19.

引用本文的文献

1
Pregnancy in the time of COVID-19: towards Fetal monitoring 4.0.COVID-19 时期的妊娠:迈向胎儿监测 4.0。
BMC Pregnancy Childbirth. 2023 Jan 16;23(1):33. doi: 10.1186/s12884-023-05349-3.
2
Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach-Part I: Cardiac Signals.高级生物电信号处理方法:过去、现在和未来方法 - 第 I 部分:心脏信号。
Sensors (Basel). 2021 Jul 30;21(15):5186. doi: 10.3390/s21155186.
3
Clifford Wavelet Entropy for Fetal ECG Extraction.用于胎儿心电图提取的 Clifford 小波熵
Entropy (Basel). 2021 Jun 30;23(7):844. doi: 10.3390/e23070844.
4
Non-Adaptive Methods for Fetal ECG Signal Processing: A Review and Appraisal.非自适应方法在胎儿心电信号处理中的应用:综述与评价。
Sensors (Basel). 2018 Oct 27;18(11):3648. doi: 10.3390/s18113648.
5
Enhancement of low-quality fetal electrocardiogram based on time-sequenced adaptive filtering.基于时序列自适应滤波的低质量胎儿心电图增强。
Med Biol Eng Comput. 2018 Dec;56(12):2313-2323. doi: 10.1007/s11517-018-1862-8. Epub 2018 Jun 25.
6
Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring.独立成分分析(ICA)和主成分分析(PCA)从腹部信号中提取胎儿心电图的比较有效性:迈向无创胎儿监测
Front Physiol. 2018 May 30;9:648. doi: 10.3389/fphys.2018.00648. eCollection 2018.
7
From Pacemaker to Wearable: Techniques for ECG Detection Systems.从起搏器到可穿戴设备:心电图检测系统的技术。
J Med Syst. 2018 Jan 11;42(2):34. doi: 10.1007/s10916-017-0886-1.
8
An adaptive integrated algorithm for noninvasive fetal ECG separation and noise reduction based on ICA-EEMD-WS.一种基于独立成分分析-集成经验模态分解-小波阈值法的自适应无创胎儿心电图分离与降噪集成算法
Med Biol Eng Comput. 2015 Nov;53(11):1113-27. doi: 10.1007/s11517-015-1389-1. Epub 2015 Oct 1.
9
Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction.恒定心跳间期与变异心跳间期及其在胎儿心电图提取中的应用。
Biomed Eng Online. 2014 Dec 12;13:163. doi: 10.1186/1475-925X-13-163.
10
Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems.重新审视便携式、可穿戴、电池操作和无线 ECG 系统的 QRS 检测方法。
PLoS One. 2014 Jan 7;9(1):e84018. doi: 10.1371/journal.pone.0084018. eCollection 2014.