一种基于ICA的动态心电信号自动去噪方法

... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies Pub Date : 2011-10-26 DOI:10.1145/2093698.2093701

Jakub Kuzilek, L. Lhotská, M. Hanuliak

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引用次数: 4

摘要

我们的工作旨在使用独立分量分析(ICA)处理动态心电图记录。这个强大的工具使我们能够创建一种适应和鲁棒的方法来检测和估计记录中的噪声。我们的方法是全自动的，它很容易修改任何类型的噪音。它还保留了足够的心电拍型估计信息，这是一种理想的特性。

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An automatic method for holter ECG denoising using ICA

Our work aims at processing of holter ECG recordings using Independent Component Analysis (ICA). This powerful tool enables us to create a adapting and robust method for detection and estimation of noise in records. Our method is fully automatic and it is easily modifiable for any type of noise. It also preserves enough information for estimation of ECG beat type, which is a desirable feature.

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... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies

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