• 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

胎儿心电图,直接和腹部的参考心跳注释。

Fetal electrocardiograms, direct and abdominal with reference heartbeat annotations.

机构信息

Łukasiewicz Research Network - Institute of Medical Technology and Equipment, 118 Roosevelt Str., 41-800, Zabrze, Poland.

Silesian University of Technology, Department of Cybernetics, Nanotechnology and Data Processing, 16 Akademicka Str., 44-100, Gliwice, Poland.

出版信息

Sci Data. 2020 Jun 25;7(1):200. doi: 10.1038/s41597-020-0538-z.

DOI:10.1038/s41597-020-0538-z
PMID:32587253
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7316827/
Abstract

Monitoring fetal heart rate (FHR) variability plays a fundamental role in fetal state assessment. Reliable FHR signal can be obtained from an invasive direct fetal electrocardiogram (FECG), but this is limited to labour. Alternative abdominal (indirect) FECG signals can be recorded during pregnancy and labour. Quality, however, is much lower and the maternal heart and uterine contractions provide sources of interference. Here, we present ten twenty-minute pregnancy signals and 12 five-minute labour signals. Abdominal FECG and reference direct FECG were recorded simultaneously during labour. Reference pregnancy signal data came from an automated detector and were corrected by clinical experts. The resulting dataset exhibits a large variety of interferences and clinically significant FHR patterns. We thus provide the scientific community with access to bioelectrical fetal heart activity signals that may enable the development of new methods for FECG signals analysis, and may ultimately advance the use and accuracy of abdominal electrocardiography methods.

摘要

监测胎儿心率(FHR)变异性在胎儿状态评估中起着至关重要的作用。可靠的 FHR 信号可以从有创的直接胎儿心电图(FECG)获得,但这仅限于分娩期间。替代的腹部(间接)FECG 信号可以在怀孕期间和分娩期间记录。然而,信号质量要低得多,并且母体心脏和子宫收缩会产生干扰源。在这里,我们展示了十个二十分钟的妊娠信号和十二个五分钟的分娩信号。分娩期间同时记录了腹部 FECG 和参考直接 FECG。参考妊娠信号数据来自自动检测器,并由临床专家进行了校正。由此产生的数据集表现出多种干扰和具有临床意义的 FHR 模式。因此,我们为科学界提供了获取生物电胎儿心脏活动信号的机会,这可能使 FECG 信号分析的新方法得以发展,并最终促进腹部心电图方法的使用和准确性。

相似文献

1
Fetal electrocardiograms, direct and abdominal with reference heartbeat annotations.胎儿心电图,直接和腹部的参考心跳注释。
Sci Data. 2020 Jun 25;7(1):200. doi: 10.1038/s41597-020-0538-z.
2
Intrapartum signal quality with external fetal heart rate monitoring: a two way trial of external Doppler CTG ultrasound and the abdominal fetal electrocardiogram.产时胎儿心率监护的信号质量:外部多普勒 CTG 超声与腹部胎儿心电图的双向试验。
Arch Gynecol Obstet. 2012 Nov;286(5):1103-7. doi: 10.1007/s00404-012-2413-4. Epub 2012 Jun 20.
3
Integration of multivariate empirical mode decomposition and independent component analysis for fetal ECG separation from abdominal signals.用于从腹部信号中分离胎儿心电图的多变量经验模态分解与独立成分分析的集成
Technol Health Care. 2016 Nov 14;24(6):783-794. doi: 10.3233/THC-161224.
4
Monitoring the fetal heart rate variability during labor.分娩期间监测胎儿心率变异性。
Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:5846-50. doi: 10.1109/EMBC.2015.7319721.
5
Fetal electrocardiography: feasibility of long-term fetal heart rate recordings.胎儿心电图:长期记录胎儿心率的可行性
BJOG. 2009 Jan;116(2):334-7; discussion 337-8. doi: 10.1111/j.1471-0528.2008.01951.x.
6
A novel LabVIEW-based multi-channel non-invasive abdominal maternal-fetal electrocardiogram signal generator.一种基于LabVIEW的新型多通道无创腹部母胎心电图信号发生器。
Physiol Meas. 2016 Feb;37(2):238-56. doi: 10.1088/0967-3334/37/2/238. Epub 2016 Jan 22.
7
Is Abdominal Fetal Electrocardiography an Alternative to Doppler Ultrasound for FHR Variability Evaluation?腹部胎儿心电图能否替代多普勒超声用于评估胎儿心率变异性?
Front Physiol. 2017 May 16;8:305. doi: 10.3389/fphys.2017.00305. eCollection 2017.
8
Comparison of non-invasive fetal electrocardiogram to Doppler cardiotocogram during the 1st stage of labor.比较分娩第一阶段的胎儿无创心电图与多普勒胎心监护图。
J Perinat Med. 2010 Mar;38(2):179-85. doi: 10.1515/jpm.2010.025.
9
Fixed-Point NLMS and IPNLMS VLSI Architectures for Accurate FECG and FHR Processing.用于准确处理 FECG 和 FHR 的定点 NLMS 和 IPNLMS VLSI 架构。
IEEE Trans Biomed Circuits Syst. 2021 Oct;15(5):898-911. doi: 10.1109/TBCAS.2021.3120237. Epub 2021 Dec 9.
10
A Review of Signal Processing Techniques for Non-Invasive Fetal Electrocardiography.信号处理技术在非侵入式胎儿心电图中的应用综述
IEEE Rev Biomed Eng. 2020;13:51-73. doi: 10.1109/RBME.2019.2938061. Epub 2019 Aug 29.

引用本文的文献

1
Accuracy of a Noninvasive, Wearable, Wireless, ECG-Based, Intrapartum Monitoring Tool Against the Conventional Ultrasound-Based CTG.一种基于心电图的无创、可穿戴、无线产时监测工具相对于传统基于超声的CTG的准确性。
J Obstet Gynaecol India. 2025 Apr;75(Suppl 1):340-347. doi: 10.1007/s13224-024-01998-2. Epub 2024 Aug 31.
2
ECG-Based Biometric Recognition: A Survey of Methods and Databases.基于心电图的生物特征识别:方法与数据库综述
Sensors (Basel). 2025 Mar 17;25(6):1864. doi: 10.3390/s25061864.
3
A method for dyadic cardiac rhythmicity analysis: Preliminary evidence on bilateral interactions in fetal-maternal cardiac dynamics.

本文引用的文献

1
Noninvasive fetal ECG extraction using doubly constrained block-term decomposition.基于双重约束块项分解的无创胎儿心电图提取。
Math Biosci Eng. 2019 Sep 26;17(1):144-159. doi: 10.3934/mbe.2020008.
2
A Review of Signal Processing Techniques for Non-Invasive Fetal Electrocardiography.信号处理技术在非侵入式胎儿心电图中的应用综述
IEEE Rev Biomed Eng. 2020;13:51-73. doi: 10.1109/RBME.2019.2938061. Epub 2019 Aug 29.
3
Extraction of foetal ECG from abdominal ECG by nonlinear transformation and estimations.基于非线性变换和估计从腹部 ECG 中提取胎儿 ECG。
一种二元心脏节律分析方法:胎儿-母体心脏动力学中双侧相互作用的初步证据。
Exp Physiol. 2025 Aug;110(8):1049-1059. doi: 10.1113/EP092532. Epub 2025 Feb 21.
4
Emerging Paradigms in Fetal Heart Rate Monitoring: Evaluating the Efficacy and Application of Innovative Textile-Based Wearables.胎儿心率监测的新兴范例:评估创新型纺织可穿戴设备的功效和应用。
Sensors (Basel). 2024 Sep 19;24(18):6066. doi: 10.3390/s24186066.
5
The Development and Implementation of Innovative Blind Source Separation Techniques for Real-Time Extraction and Analysis of Fetal and Maternal Electrocardiogram Signals.用于实时提取和分析胎儿及母体心电图信号的创新盲源分离技术的开发与实施
Bioengineering (Basel). 2024 May 19;11(5):512. doi: 10.3390/bioengineering11050512.
6
Enhancing Fetal Electrocardiogram Signal Extraction Accuracy through a CycleGAN Utilizing Combined CNN-BiLSTM Architecture.通过利用结合了 CNN-BiLSTM 架构的 CycleGAN 提高胎儿心电图信号提取准确性。
Sensors (Basel). 2024 May 6;24(9):2948. doi: 10.3390/s24092948.
7
Massive field-of-view sub-cellular traction force videography enabled by Single-Pixel Optical Tracers (SPOT).基于单像素光示踪剂(SPOT)的大视场亚细胞牵引力视频技术。
Biosens Bioelectron. 2024 Aug 15;258:116318. doi: 10.1016/j.bios.2024.116318. Epub 2024 Apr 24.
8
Parasystole?: A Smart Watch Investigation.并行心律?:一项智能手表调查。
JACC Case Rep. 2024 Mar 23;29(9):102314. doi: 10.1016/j.jaccas.2024.102314. eCollection 2024 May 1.
9
Template subtraction based methods for non-invasive fetal electrocardiography extraction.基于模板减法的胎儿心电图无创提取方法。
Sci Rep. 2024 Jan 5;14(1):630. doi: 10.1038/s41598-024-51213-5.
10
Independent component analysis algorithms for non-invasive fetal electrocardiography.用于非侵入式胎儿心电图的独立成分分析算法。
PLoS One. 2023 Jun 6;18(6):e0286858. doi: 10.1371/journal.pone.0286858. eCollection 2023.
Comput Methods Programs Biomed. 2019 Jul;175:193-204. doi: 10.1016/j.cmpb.2019.04.022. Epub 2019 Apr 22.
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
A clustering-based method for single-channel fetal heart rate monitoring.基于聚类的单通道胎儿心率监测方法。
PLoS One. 2018 Jun 22;13(6):e0199308. doi: 10.1371/journal.pone.0199308. eCollection 2018.
7
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.
8
Linear Phase Sharp Transition BPF to Detect Noninvasive Maternal and Fetal Heart Rate.线性相移锐化过渡带通滤波器检测无创母婴心率。
J Healthc Eng. 2018 Mar 29;2018:5485728. doi: 10.1155/2018/5485728. eCollection 2018.
9
Noninvasive Fetal Electrocardiography Part II: Segmented-Beat Modulation Method for Signal Denoising.无创胎儿心电图 第二部分:用于信号去噪的分段搏动调制方法
Open Biomed Eng J. 2017 Mar 31;11:25-35. doi: 10.2174/1874120701711010025. eCollection 2017.
10
Noninvasive Fetal Electrocardiography Part I: Pan-Tompkins' Algorithm Adaptation to Fetal R-peak Identification.无创胎儿心电图第一部分:潘-汤普金斯算法在胎儿R波识别中的应用
Open Biomed Eng J. 2017 Mar 31;11:17-24. doi: 10.2174/1874120701711010017. eCollection 2017.