一种快速迭代滤波的心音图信号去噪方法

N. Sai, Satwik Reddy, Poorna Muni, Saisdhar Reddy, Venkata Siva, N. Mohan, Sachin S. Kumar
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引用次数: 0

摘要

在当前的医疗领域,对计算机辅助诊断(CAD)在心脏疾病自动监测中的需求显著增加。提出了一种基于快速迭代滤波(FIF)的冠心病自动监测降噪方法。FIF有效地消除了心音图(PCG)信号中不需要的噪声,为精确诊断保留了信息。对比分析强调了FIF方法在增强自动心脏监测系统中心脏信号去噪任务方面的卓越性能。提出的框架集成了一个强大的心音系统与合适的硬件和计算机,利用FIF技术降噪PCG信号。该系统为用户提供降噪波形的可视化表示,并将心脏信息发送给医生进行进一步分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Fast Iterative Filtering Method for Efficient Denoising of Phonocardiogram Signals
The need for computer-aided diagnosis (CAD) in the automatic monitoring of cardiac diseases has significantly increased in the current medical arena. This paper presents a novel denoising approach based on Fast Iterative Filtering (FIF) for CAD in the automatic monitoring of cardiac diseases. FIF efficiently eliminates unwanted noise from phonocardiogram (PCG) signals, preserving information for precise diagnosis. The comparative analysis highlights the exceptional performance of the FIF method in enhancing cardiac signal denoising tasks in automated heart monitoring systems. The proposed framework integrates a robust phonocardiography system with suitable hardware and a computer, utilizing the FIF technique to denoise PCG signals. The system provides a visual representation of the denoised waveform to the user and sends cardiac information to physicians for further analysis.
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