使用FIR滤波器胎儿心音图处理

René Jaros, R. Martínek, R. Kahankova, M. Fajkus, J. Nedoma
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引用次数: 1

摘要

胎儿心音图(fPCG)正在成为一个非常有用的工具,监测胎儿的状态。腹部测量信号经常受到许多伪影的影响,因此在这项工作中对有限脉冲响应滤波器(FIR滤波器)进行了噪声抑制测试。对37条合成记录进行测试,在确定信噪比(SNR)的基础上,利用Bland-Atman统计量以及标准差(SD)、灵敏度值(Se)、Positive predictive value (PPV)、准确率(ACC)和正确检测到拍的总体概率F1的计算值,对滤波效率进行评价。对不同的FIR滤波器设置进行了测试,结果表明,当滤波器阶数设置为1000时,FIR滤波器可以有效地用于降低fPCG信号中的噪声。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Use of a FIR filter for fetal phonocardiography processing
Fetal phonocardiography (fPCG) is becoming a very useful tool for monitoring the foetus status. Measured signals in the abdominal area are often affected by many artifacts, so the Finite Impulse Response Filter (FIR filter) for noise suppression has been tested in this work. Testing is performed on 37 synthetic records and the evaluation of filter efficiency is performed on the basis of determining the signal-to noise-ratio (SNR) and using Bland-Atman statistics and the calculated value of the standard deviation (SD), sensitivity value (Se), Positive predictive value (PPV), accuracy (ACC) and F1, which is the overall probability of correct detection of beats. Testing is done for different FIR filter settings, and the results have shown that the FIR filter can be effectively used to reduce noise in the fPCG signal when the filter order is set to 1000.
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