Wavelet analysis of phonocardiograms: differences between normal and abnormal heart sounds

F. Jandre, M.N. Souza
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引用次数: 12

Abstract

Phonocardiography-based diagnosis can be improved by modern techniques of signal processing. This work investigates the analysis of phonocardiograms using the time-frequency distribution generated by the cochlear wavelet transform. We show here a comparative study of normal and abnormal heart sounds, whose scalograms exhibit noticeable morphological differences in terms of duration and spectral composition of sounds. These differences suggest that the cochlear-wavelet-based scalogram can become an interesting approach to design automatic diagnosis systems.
心音图的小波分析:正常与异常心音的差异
现代信号处理技术可以改善以心音图为基础的诊断。本研究利用耳蜗小波变换产生的时频分布分析心音图。我们在这里展示了正常和异常心音的比较研究,其尺度图在声音的持续时间和频谱组成方面表现出明显的形态学差异。这些差异表明,基于耳蜗小波的尺度图可以成为设计自动诊断系统的一种有趣的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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