在心音采集过程中的近实时噪声检测

D. Kumar, P. Carvalho, M. Antunes, J. Henriques, R. Schmidt, J. Habetha
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引用次数: 8

摘要

心音是一种有价值的生物信号,可以早期发现大量的心脏疾病。环境和生理噪声干扰是心音采集过程中最常见和最可能发生的事件之一。它倾向于改变心音的突出和关键特征,这些特征可能具有心脏病诊断的重要信息。本文提出了一种结合心音检测环境噪声和体内噪声的新方法。该算法基于心音的周期性和生理启发标准。首先检测出一小段在时间和频域上都具有周期性的干净心音,并将其作为参考信号从声音中分选噪声。获得的平均灵敏度和特异性分别为94%和97%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Near real time noise detection during heart sound acquisition
Heart sound is a valuable biosignal for early detection of a large set of cardiac diseases. Ambient and physiological noise interference is one of the most usual and high probable incidents during heart sound acquisition. It tends to change the prominent and crucial characteristics of heart sound which may possess important information for heart disease diagnosis. In this paper, we propose a new method to detect ambient and internal body noises combined with heart sound. The algorithm is based upon the periodic nature of heart sounds and physiologically inspired criteria. A small segment of clean heart sound exhibiting periodicity in time as well as in the frequency domain is first detected and applied as a reference signal in sorting noise from the sound. The achieved average sensitivity and specificity are 94% and 97%, respectively.
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