用数学形态学方法对听诊信号进行单通道处理

A. G. Rudnitskii, M. Rudnytska, L. Tkachenko
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引用次数: 0

摘要

本文提出了一种从人体表面的一般信号中分离呼吸音和心音的新方法。该方法是基于贝叶斯噪声抑制技术和数学形态学方法的结合。对实际听诊信号进行了测试。使用听觉、视觉和数值分析对算法的效率进行评估,表明所开发的方法是将听诊信号分离为其自然成分的现有技术的有希望的替代方法。
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SINGLE-CHANNEL PROCESSING OF AUSCULTATORY SIGNALS USING METHODS OF MATHEMATICAL MORPHOLOGY
The paper considers a new method of separating respiratory sounds from heart sounds in a general signal registered on the surface of the human body. The proposed approach is based on a combination of Bayesian noise suppression techniques and methods of mathematical morphology. The proposed method was tested on real auscultatory signals. Evaluation of the efficiency of the algorithm using auditory, visual and numerical analysis shows that the developed approach is a promising alternative to existing techniques for separating auscultatory signals into its natural components.
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