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小波变换在使用腹部表面电极记录的子宫肌电信号中的应用。

Application of wavelet transform to uterine electromyographic signals recorded using abdominal surface electrodes.

作者信息

Eswaran H, Wilson J D, Murphy P, Preissl H, Lowery C L

机构信息

Graduate Institute of Technology, University of Arkansas at Little Rock, 72205, USA.

出版信息

J Matern Fetal Neonatal Med. 2002 Mar;11(3):158-66. doi: 10.1080/jmf.11.3.158.166.

Abstract

OBJECTIVE

The aim of this study was to explore the use of the wavelet transform technique to extract and display simultaneously the time, frequency and amplitude information corresponding to electromyographic (EMG) activity of the uterus during labor recorded using abdominal electrodes.

METHODS

Uterine EMG signals were recorded from patients in labor using three pairs of electrodes placed across the maternal abdomen. In all the patients uterine activity was also recorded either from an intrauterine pressure catheter (IUPC) or a tocodynamometer. The EMG signals were analyzed using spectral analysis and wavelet analysis.

RESULTS

Uterine EMG bursts corresponded with uterine activity measured with either the IUPC or the tocodynamometer. Using wavelet analysis a time-frequency-amplitude plot was obtained to separate out the frequency components relating to uterine EMG activity.

CONCLUSION

This study showed that the wavelet transform could be a useful tool to study the uterine EMG activity. Continued studies on frequency content, amplitude and origin of uterine EMG activity could be helpful in understanding uterine contraction.

摘要

目的

本研究旨在探索使用小波变换技术,以提取并同时显示与使用腹部电极记录的分娩期间子宫肌电图(EMG)活动相对应的时间、频率和幅度信息。

方法

使用横跨产妇腹部放置的三对电极,记录分娩患者的子宫EMG信号。在所有患者中,还通过宫内压力导管(IUPC)或宫缩计记录子宫活动。使用频谱分析和小波分析对EMG信号进行分析。

结果

子宫EMG爆发与通过IUPC或宫缩计测量的子宫活动相对应。使用小波分析获得了时间-频率-幅度图,以分离出与子宫EMG活动相关的频率成分。

结论

本研究表明,小波变换可能是研究子宫EMG活动的有用工具。对子宫EMG活动的频率成分、幅度和起源进行持续研究,可能有助于理解子宫收缩。

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