• 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

基于希尔伯特变换的自适应规则胎儿QRS波群检测

Adaptive rule based fetal QRS complex detection using Hilbert transform.

作者信息

Ulusar Umit D, Govindan R B, Wilson James D, Lowery Curtis L, Preissl Hubert, Eswaran Hari

机构信息

Graduate Institute of Technology, University of Arkansas at Little Rock, AR 72204, USA.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:4666-9. doi: 10.1109/IEMBS.2009.5334180.

DOI:10.1109/IEMBS.2009.5334180
PMID:19964648
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2954062/
Abstract

In this paper we introduce an adaptive rule based QRS detection algorithm using the Hilbert transform (adHQRS) for fetal magnetocardiography processing. Hilbert transform is used to combine multiple channel measurements and the adaptive rule based decision process is used to eliminate spurious beats. The algorithm has been tested with a large number of datasets and promising results were obtained.

摘要

在本文中,我们介绍了一种基于自适应规则的QRS检测算法,该算法使用希尔伯特变换(adHQRS)来处理胎儿心磁图。希尔伯特变换用于合并多通道测量值,基于自适应规则的决策过程用于消除伪差搏动。该算法已在大量数据集上进行了测试,并取得了有前景的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/e50533a96b20/nihms238319f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/8334a813ac08/nihms238319f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/501b2840d60a/nihms238319f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/f001f88e89e9/nihms238319f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/4623236cba3b/nihms238319f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/e50533a96b20/nihms238319f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/8334a813ac08/nihms238319f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/501b2840d60a/nihms238319f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/f001f88e89e9/nihms238319f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/4623236cba3b/nihms238319f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e3f/2954062/e50533a96b20/nihms238319f5.jpg

相似文献

1
Adaptive rule based fetal QRS complex detection using Hilbert transform.基于希尔伯特变换的自适应规则胎儿QRS波群检测
Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:4666-9. doi: 10.1109/IEMBS.2009.5334180.
2
The effect of applying orthogonal projection technique in short window segments to obtain fetal magnetocardiogram.应用正交投影技术于短窗口段以获取胎儿磁心动图的效果。
Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:421-4. doi: 10.1109/EMBC.2013.6609526.
3
Fetal magnetocardiography measurements with an array of microfabricated optically pumped magnetometers.使用微纳加工光泵磁力计阵列进行胎儿磁心动图测量。
Phys Med Biol. 2015 Jun 21;60(12):4797-811. doi: 10.1088/0031-9155/60/12/4797. Epub 2015 Jun 4.
4
A novel approach to track fetal movement using multi-sensor magnetocardiographic recordings.一种使用多传感器心磁图记录跟踪胎儿运动的新方法。
Ann Biomed Eng. 2011 Mar;39(3):964-72. doi: 10.1007/s10439-010-0231-z. Epub 2010 Dec 8.
5
Indices and detectors for fetal MCG actography.胎儿 MCG 动作描记术的指标和探测器。
IEEE Trans Biomed Eng. 2011 Jun;58(6):1874-80. doi: 10.1109/TBME.2011.2131141. Epub 2011 Mar 22.
6
Signal processing of the fetal electrocardiogram.胎儿心电图的信号处理。
J Electrocardiol. 1990;23 Suppl:51-7. doi: 10.1016/0022-0736(90)90075-d.
7
Automatic identification of fetal breathing movements in fetal RR interval time series.胎儿 RR 间期时间序列中胎儿呼吸运动的自动识别。
Comput Biol Med. 2012 Mar;42(3):342-6. doi: 10.1016/j.compbiomed.2011.05.012. Epub 2011 May 31.
8
Quantification of the fetal electrocardiogram using averaging technique.使用平均技术对胎儿心电图进行量化分析。
Comput Biol Med. 1990;20(3):147-55. doi: 10.1016/0010-4825(90)90001-6.
9
Genetic algorithms for dipole location of fetal magnetocardiography.用于胎儿心磁图偶极定位的遗传算法
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:904-907. doi: 10.1109/EMBC.2016.7590847.
10
A Comparison of Five Algorithms for Fetal Magnetocardiography Signal Extraction.胎儿磁心动图信号提取的五种算法比较
Cardiovasc Eng Technol. 2018 Sep;9(3):483-487. doi: 10.1007/s13239-018-0351-4. Epub 2018 Mar 26.

引用本文的文献

1
A customized bed based stand alone array of optically pumped magnetometers for fetal magnetocardiography measurements.一种定制的基于床的独立式光泵磁力计阵列,用于胎儿磁心动图测量。
Sci Rep. 2025 Feb 28;15(1):7236. doi: 10.1038/s41598-025-90846-y.
2
Fetal magnetocardiographic recordings with a prototype bed-based array system of optically-pumped magnetometers.应用光泵磁强计原型床基阵列系统进行胎儿磁心电图记录。
Med Eng Phys. 2024 Jun;128:104175. doi: 10.1016/j.medengphy.2024.104175. Epub 2024 May 8.
3
Prediction of outcome of hypoxic-ischemic encephalopathy in newborns undergoing therapeutic hypothermia using heart rate variability.

本文引用的文献

1
Integrated approach for fetal QRS detection.胎儿QRS波检测的综合方法。
IEEE Trans Biomed Eng. 2008 Sep;55(9):2190-7. doi: 10.1109/TBME.2008.923916.
2
Fetal MEG redistribution by projection operators.通过投影算子进行的胎儿脑磁图重新分布
IEEE Trans Biomed Eng. 2004 Jul;51(7):1207-18. doi: 10.1109/TBME.2004.827265.
3
Magnetocardiographic rhythm patterns at initiation and termination of fetal supraventricular tachycardia.胎儿室上性心动过速起始与终止时的磁心动图节律模式。
使用心率变异性预测行治疗性低体温的新生儿缺氧缺血性脑病的结局。
J Perinatol. 2024 Apr;44(4):521-527. doi: 10.1038/s41372-023-01754-w. Epub 2023 Aug 21.
4
Autonomic markers of extubation readiness in premature infants.早产儿拔管准备的自主神经标志物。
Pediatr Res. 2023 Mar;93(4):911-917. doi: 10.1038/s41390-022-02397-x. Epub 2022 Nov 18.
5
In infants with congenital heart disease autonomic dysfunction is associated with pre-operative brain injury.患有先天性心脏病的婴儿,自主神经功能障碍与术前脑损伤有关。
Pediatr Res. 2022 Jun;91(7):1723-1729. doi: 10.1038/s41390-021-01931-7. Epub 2021 Dec 28.
6
Cerebral cortical autonomic connectivity in low-risk term newborns.低危足月新生儿大脑皮层自主神经连接。
Clin Auton Res. 2021 Jun;31(3):415-424. doi: 10.1007/s10286-021-00793-7. Epub 2021 Mar 14.
7
Recording and quantifying fetal magnetocardiography signals using a flexible array of optically-pumped magnetometers.使用光泵磁强计的柔性阵列记录和量化胎儿磁心电图信号。
Physiol Meas. 2021 Jan 1;41(12):125003. doi: 10.1088/1361-6579/abc353.
8
Adaptable Sensor Arrays for Fetal Magnetocardiographic Measurements Using Optically-Pumped Magnetometers: A Pilot Study.使用光泵磁力计进行胎儿磁心动图测量的自适应传感器阵列:一项初步研究。
Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:1803-1806. doi: 10.1109/EMBC44109.2020.9175691.
9
Identifying an optimal epoch length for spectral analysis of heart rate of critically-ill infants.确定危重症婴儿心率频谱分析的最佳时段长度。
Comput Biol Med. 2019 Oct;113:103391. doi: 10.1016/j.compbiomed.2019.103391. Epub 2019 Aug 16.
10
Coupling Analysis of Fetal and Maternal Heart Rates via Transfer Entropy Using Magnetocardiography.基于心磁图通过转移熵对胎儿和母体心率进行耦合分析。
Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1-4. doi: 10.1109/EMBC.2018.8513053.
Circulation. 2003 Jan 21;107(2):307-12. doi: 10.1161/01.cir.0000043801.92580.79.
4
Simultaneity of foetal heart rate acceleration and foetal trunk movement determined by foetal magnetocardiogram actocardiography.通过胎儿磁心动图心动描记法确定胎儿心率加速与胎儿躯干运动的同步性。
Phys Med Biol. 2002 Mar 7;47(5):839-46. doi: 10.1088/0031-9155/47/5/310.
5
The use of the Hilbert transform in ECG signal analysis.希尔伯特变换在心电信号分析中的应用。
Comput Biol Med. 2001 Sep;31(5):399-406. doi: 10.1016/s0010-4825(01)00009-9.
6
Foetal magnetocardiogram amplitude oscillations associated with respiratory sinus arrhythmia.与呼吸性窦性心律失常相关的胎儿磁心动图振幅振荡。
Physiol Meas. 1995 Feb;16(1):49-54. doi: 10.1088/0967-3334/16/1/006.
7
Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database.使用麻省理工学院/贝斯以色列女执事医疗中心心律失常数据库对QRS波检测规则进行定量研究。
IEEE Trans Biomed Eng. 1986 Dec;33(12):1157-65. doi: 10.1109/tbme.1986.325695.
8
Interpretation of the fetal ECG during labor: the effect of uterine contractions.分娩期间胎儿心电图的解读:子宫收缩的影响。
J Perinat Med. 1988;16(4):373-9. doi: 10.1515/jpme.1988.16.4.373.
9
Fetal heart rate variability and behavioral state: analysis by power spectrum.胎儿心率变异性与行为状态:通过功率谱分析
Am J Obstet Gynecol. 1992 Sep;167(3):717-22. doi: 10.1016/s0002-9378(11)91577-4.