Doppler ultrasound signal denoising based on Grey relational analysis technique

E. Uzunhisarcikli, F. Latifoğlu, T. Koza, M. Kaya
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引用次数: 1

Abstract

In this study, Grey relational analysis technique proposed by J.L. Deng has been applied to spectrogram images of clinical mitral valve Doppler signals. A threshold level has been determined to plot maximum frequency envelope from denoised sonogram image using this technique. It is seen that, signal to noise ratio has been improved through Grey relational analysis technique. A software has been realized to support Doppler ultrasound device to diagnose vascular disease. This system has many advanteges that are reducing the computation time, ergonomic, cheapness.
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基于灰色关联分析技术的多普勒超声信号去噪
在本研究中,将邓J.L.提出的灰色关联分析技术应用于临床二尖瓣多普勒信号的频谱图图像。确定了一个阈值水平,利用该技术从去噪的超声图像中绘制最大频率包络线。可以看出,通过灰色关联分析技术提高了信噪比。实现了一个支持多普勒超声诊断血管疾病的软件。该系统具有减少计算时间、符合人体工程学、价格低廉等优点。
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