Anisotropic Median-Diffusion for Filtering Noisy Electrocardiogram Signals

被引:1
|
作者
de Melo, Marco A. A. [1 ,2 ]
Kim, Hae Yong [3 ]
Nicolosi, Denys E. C. [4 ]
机构
[1] Univ Sao Paulo, Escola Politecn, BR-09850901 Sao Bernardo De Campo, SP, Brazil
[2] Ctr Univ, FEI, BR-09850901 Sao Bernardo De Campo, SP, Brazil
[3] Univ Sao Paulo, Escola Politecn, BR-05508900 Sao Paulo, Brazil
[4] Inst Dante Pazzanese Cardiologia, FEI, BR-04012909 Sao Paulo, Brazil
关键词
D O I
10.1109/IEMBS.2008.4649723
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Low Noise Electrocardiogram (ECG) has been widely used for heart disease diagnosis. The anisotropic median-diffusion is the filter obtained by intercalating a median filtering in each diffusion step. We propose to use anisotropic median-diffusion to filter noisy ECG signals. We describe how to estimate appropriate parameters of the proposed filter. We validate our method using ECG signals from the MIT-BIH databases (many of them with premature ventricular contraction) and compare our method with other filtering methods. Experiments show that the proposed technique can effectively remove the noise without changing the instants and amplitudes of events, as well as preserving the morphologies of ECG signals in sections of the QRS complex.
引用
收藏
页码:2562 / +
页数:2
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