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Changes in non-invasive wave intensity parameters with variations of Savitzky-Golay filter settings

机译:随着Savitzky-Golay滤波器设置的变化,无创波强度参数的变化

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Ultrasound-measured waveforms, such as vessel diameter and blood flow velocity, are used to perform analysis of waves in the cardiovascular system. Wave intensity analysis is one of the tools used for this purpose. The waveforms are commonly filtered to eliminate high-frequency noise, however the filter settings affect the features of these signals and especially of their time derivatives, upon which wave intensity analysis is based. This study aims to investigate the alterations of wave intensity parameters with varying Savitzky-Golay filter settings, one of the most common smoothing algorithms used in this context. A broad spectrum of variations was observed in all the wave intensity variables. It is therefore important to always specify the filter settings applied to the signals in a wave intensity study, so that appropriate comparisons can be made.
机译:超声测量的波形,例如血管直径和血流速度,用于对心血管系统中的波进行分析。波浪强度分析是用于此目的的工具之一。通常对波形进行滤波以消除高频噪声,但是滤波器设置会影响这些信号的特性,尤其是其时间导数的特性,而波形强度分析正是基于这些特性。这项研究的目的是研究在不同的Savitzky-Golay滤波器设置下波强度参数的变化,这是本文中使用的最常见的平滑算法之一。在所有波强度变量中都观察到了广泛的变化。因此,重要的是在波强度研究中始终指定应用于信号的滤波器设置,以便可以进行适当的比较。

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