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Fetal Heart Rate Monitoring from Phonocardiograph Signal Using Repetition Frequency of Heart Sounds

机译:使用心音重复频率从心电图仪信号监测胎儿心率

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摘要

As a passive, harmless, and low-cost diagnosis tool, fetal heart rate (FHR) monitoring based on fetal phonocardiography (fPCG) signal is alternative to ultrasonographic cardiotocography. Previous fPCG-based methods commonly relied on the time difference of detected heart sound bursts. However, the performance is unavoidable to degrade due to missed heart sounds in very low signal-to-noise ratio environments. This paper proposes a FHR monitoring method using repetition frequency of heart sounds. The proposed method can track time-varying heart rate without both heart sound burst identification and denoising. The average accuracy rate comparison to benchmark is 88.3% as the SNR ranges from -4.4 dB to -26.7 dB.
机译:作为一种被动,无害且低成本的诊断工具,基于胎儿心动图(fPCG)信号的胎儿心率(FHR)监测可替代超声心动图。以前基于fPCG的方法通常依赖于检测到的心音猝发的时间差。但是,由于在非常低的信噪比环境中错过了心音,因此性能不可避免地会下降。本文提出了一种基于心音重复频率的FHR监测方法。所提出的方法可以跟踪时变心率,而无需心音猝发识别和去噪。与基准相比,平均准确率是88.3%,因为SNR范围为-4.4 dB至-26.7 dB。

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  • 来源
    《Journal of electrical and computer engineering》 |2016年第2期|2404267.1-2404267.6|共6页
  • 作者单位

    Department of Biomedical Engineering, Dalian University of Technology, Dalian, China;

    College of Information and Communication Engineering Dalian Minzu University, Dalian, China;

    Department of Biomedical Engineering, Dalian University of Technology, Dalian, China;

    Department of Information and Communication Engineering Yeungnam University, Gyeongsan, Republic of Korea;

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