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Computer aided analysis of phonocardiogram.

机译:心电图的计算机辅助分析。

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摘要

In the present paper analysis of phonocardiogram (PCG) records are presented. The analysis has been carried out in both time and frequency domains with the aim of detecting certain correlations between the time and frequency domain representations of PCG. The analysis is limited to first and second heart sounds (S1 and S2) only. In the time domain analysis the moving window averaging technique is used to determine the occurrence of S1 and S2, which helps in determination of cardiac interval and absolute and relative time duration of individual S1 and S2, as well as absolute and relative duration between them. In the frequency domain, fast Fourier transform (FFT) of the complete PCG record, and short time Fourier transform (STFT) and wavelet transform of individual heart sounds have been carried out. The frequency domain analysis gives an idea about the dominant frequency components in individual records and frequency spectrum of individual heart sounds. A comparative observation on both the analyses gives some correlation between time domain and frequency domain representations of PCG.
机译:在本文中介绍了心电图(PCG)记录的分析。为了检测PCG的时域和频域表示之间的某些相关性,已经在时域和频域中进行了分析。分析仅限于第一和第二心音(S1和S2)。在时域分析中,使用移动窗口平均技术确定S1和S2的出现,这有助于确定心脏间隔以及个体S1和S2的绝对和相对持续时间,以及它们之间的绝对和相对持续时间。在频域中,已经完成了完整PCG记录的快速傅立叶变换(FFT),以及单个心音的短时傅立叶变换(STFT)和小波变换。频域分析提供了有关单个记录中的主要频率成分和单个心音频谱的想法。对这两种分析的比较观察给出了PCG的时域表示和频域表示之间的一些相关性。

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