Suppr超能文献

无创胎儿心电图:信号电生理意义、记录程序及处理技术概述

Noninvasive fetal electrocardiography: an overview of the signal electrophysiological meaning, recording procedures, and processing techniques.

作者信息

Agostinelli Angela, Grillo Marla, Biagini Alessandra, Giuliani Corrado, Burattini Luca, Fioretti Sandro, Di Nardo Francesco, Giannubilo Stefano R, Ciavattini Andrea, Burattini Laura

机构信息

Department of Information Engineering, Polytechnic University of Marche, Ancona, Italy.

Department of Clinical Sciences, Polytechnic University of Marche, Ancona, Italy.

出版信息

Ann Noninvasive Electrocardiol. 2015 Jul;20(4):303-13. doi: 10.1111/anec.12259. Epub 2015 Feb 2.

Abstract

BACKGROUND

Noninvasive fetal electrocardiography (fECG), obtained positioning electrodes on the maternal abdomen, is important in safeguarding the life and the health of the unborn child. This study aims to provide a review of the state of the art of fECG, and includes a description of the parameters useful for fetus clinical evaluation; of the fECG recording procedures; and of the techniques to extract the fECG signal from the abdominal recordings.

METHODS

The fetus clinical status is inferred by analyzing growth parameters, supraventricular arrhythmias, ST-segment variability, and fetal-movement parameters from the fECG signal. This can be extracted from an abdominal recording obtained using one of the following two electrode-types configurations: pure-abdominal and mixed. Differently from the former, the latter also provides pure maternal ECG tracings. From a mathematical point of view, the abdominal recording is a summation of three signal components: the fECG signal (i.e., the signal of interest to be extracted), the abdominal maternal ECG (amECG), and the noise. Automatic extraction of fECG includes noise removal by abdominal signal prefiltration (0.5-45 Hz bandpass filter) and amECG cancellation.

CONCLUSIONS

Differences among methods rely on different techniques used to extract fECG. If pure abdominal electrode configurations are used, fECG is extracted directly from the abdominal recording using independent component analysis or template subtraction. Eventually, if mixed electrode configurations are used, the fECG can be extracted using the adaptive filtering fed with the maternal ECG recorded by the electrodes located in the woman thorax or shoulder.

摘要

背景

无创胎儿心电图(fECG)通过将电极放置在孕妇腹部获取,对保障胎儿的生命和健康至关重要。本研究旨在综述fECG的技术现状,包括描述对胎儿临床评估有用的参数、fECG记录程序以及从腹部记录中提取fECG信号的技术。

方法

通过分析fECG信号中的生长参数、室上性心律失常、ST段变异性和胎动参数来推断胎儿的临床状况。这可以从使用以下两种电极类型配置之一获得的腹部记录中提取:纯腹部电极配置和混合电极配置。与前者不同,后者还能提供纯母体心电图描记。从数学角度看,腹部记录是三个信号成分的总和:fECG信号(即要提取的目标信号)、腹部母体心电图(amECG)和噪声。fECG的自动提取包括通过腹部信号预滤波(0.5 - 45 Hz带通滤波器)去除噪声和消除amECG。

结论

不同方法之间的差异取决于用于提取fECG的不同技术。如果使用纯腹部电极配置,则使用独立成分分析或模板减法直接从腹部记录中提取fECG。最后,如果使用混合电极配置,则可以使用由位于女性胸部或肩部的电极记录的母体心电图进行自适应滤波来提取fECG。

相似文献

1
Noninvasive fetal electrocardiography: an overview of the signal electrophysiological meaning, recording procedures, and processing techniques.
Ann Noninvasive Electrocardiol. 2015 Jul;20(4):303-13. doi: 10.1111/anec.12259. Epub 2015 Feb 2.
3
Single-lead noninvasive fetal ECG extraction by means of combining clustering and principal components analysis.
Med Biol Eng Comput. 2020 Feb;58(2):419-432. doi: 10.1007/s11517-019-02087-7. Epub 2019 Dec 19.
4
Morphology extraction of fetal ECG using temporal CNN-based nonlinear adaptive noise cancelling.
PLoS One. 2022 Dec 15;17(12):e0278917. doi: 10.1371/journal.pone.0278917. eCollection 2022.
5
A novel modular fetal ECG STAN and HRV analysis: Towards robust hypoxia detection.
Technol Health Care. 2019;27(3):257-287. doi: 10.3233/THC-181375.
6
Dynamic segmentation and linear prediction for maternal ECG removal in antenatal abdominal recordings.
Physiol Meas. 2009 Mar;30(3):291-307. doi: 10.1088/0967-3334/30/3/005. Epub 2009 Feb 17.
7
Detection of fetal arrhythmia by adaptive single channel electrocardiogram extraction.
Phys Eng Sci Med. 2021 Sep;44(3):683-692. doi: 10.1007/s13246-021-01016-z. Epub 2021 Jun 25.
8
Fetal ECG extraction via Type-2 adaptive neuro-fuzzy inference systems.
Comput Methods Programs Biomed. 2017 Apr;142:101-108. doi: 10.1016/j.cmpb.2017.02.009. Epub 2017 Feb 22.

引用本文的文献

1
Computerised Cardiotocography Analysis for the Automated Detection of Fetal Compromise during Labour: A Review.
Bioengineering (Basel). 2023 Aug 25;10(9):1007. doi: 10.3390/bioengineering10091007.
2
Automatic signal quality assessment of raw trans-abdominal biopotential recordings for non-invasive fetal electrocardiography.
Front Bioeng Biotechnol. 2023 Feb 27;11:1059119. doi: 10.3389/fbioe.2023.1059119. eCollection 2023.
3
Frequency-Based Maternal Electrocardiogram Attenuation for Fetal Electrocardiogram Analysis.
Ann Biomed Eng. 2022 Jul;50(7):836-846. doi: 10.1007/s10439-022-02959-4. Epub 2022 Apr 11.
4
Dedicated Algorithm for Unobtrusive Fetal Heart Rate Monitoring Using Multiple Dry Electrodes.
Sensors (Basel). 2021 Jun 23;21(13):4298. doi: 10.3390/s21134298.
5
Noninvasive Fetal Electrocardiography in the Diagnosis of Long QT Syndrome: A Case Series.
Fetal Diagn Ther. 2020;47(9):711-716. doi: 10.1159/000508043. Epub 2020 Jul 2.
6
Fetal electrocardiograms, direct and abdominal with reference heartbeat annotations.
Sci Data. 2020 Jun 25;7(1):200. doi: 10.1038/s41597-020-0538-z.
8
Feasibility of Non-invasive Fetal Electrocardiographic Interval Measurement in the Outpatient Clinical Setting.
Pediatr Cardiol. 2019 Aug;40(6):1175-1182. doi: 10.1007/s00246-019-02128-w. Epub 2019 Jun 6.
9
Non-Adaptive Methods for Fetal ECG Signal Processing: A Review and Appraisal.
Sensors (Basel). 2018 Oct 27;18(11):3648. doi: 10.3390/s18113648.
10
A systematic review of cardiac time intervals utilising non-invasive fetal electrocardiogram in normal fetuses.
BMC Pregnancy Childbirth. 2018 Sep 12;18(1):370. doi: 10.1186/s12884-018-2006-8.

本文引用的文献

2
Fetal electrocardiogram (ECG) for fetal monitoring during labour.
Cochrane Database Syst Rev. 2013 May 31(5):CD000116. doi: 10.1002/14651858.CD000116.pub4.
4
A Review of Fetal ECG Signal Processing; Issues and Promising Directions.
Open Pacing Electrophysiol Ther J. 2010 Jan 1;3:4-20. doi: 10.2174/1876536X01003010004.
5
Clinically accurate fetal ECG parameters acquired from maternal abdominal sensors.
Am J Obstet Gynecol. 2011 Jul;205(1):47.e1-5. doi: 10.1016/j.ajog.2011.02.066. Epub 2011 Mar 5.
6
Understanding congenital heart defects through abdominal fetal electrocardiography: case reports and clinical implications.
J Obstet Gynaecol Res. 2011 May;37(5):428-35. doi: 10.1111/j.1447-0756.2010.01367.x. Epub 2011 Jan 27.
7
Causes and mechanisms of intrauterine hypoxia and its impact on the fetal cardiovascular system: a review.
Int J Pediatr. 2010;2010:401323. doi: 10.1155/2010/401323. Epub 2010 Oct 19.
8
Detection and Processing Techniques of FECG Signal for Fetal Monitoring.
Biol Proced Online. 2009 Mar 27;11:263-95. doi: 10.1007/s12575-009-9006-z.
9
An automated methodology for fetal heart rate extraction from the abdominal electrocardiogram.
IEEE Trans Inf Technol Biomed. 2007 Nov;11(6):628-38. doi: 10.1109/titb.2006.888698.
10
Novel dry electrodes for ECG monitoring.
Physiol Meas. 2007 Nov;28(11):1375-90. doi: 10.1088/0967-3334/28/11/005. Epub 2007 Oct 12.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验