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Feature Extraction in Body Surface Potential Mapping

机译:体表电位映射中的特征提取

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Multichannel electrocardiography is an extension of the conventional electrocardiography. It enables to acquire refined data for more complex analysis. Body surface mapping is a graphical presentation of cardiac activity as measured from the body surface. In this work we have focused on feature extraction from the measured signals and finding relations between them. Three groups of healthy women have been measured; one group with heart signal, as we assume, predictably distorted by pregnancy; second group of women after delivery, and third group of healthy not pregnant women. We have generated several decision trees from the extracted values, using different combinations of features. We have identified several features that may be more discriminative than the other ones.
机译:多通道心电图是传统心电图的延伸。它可以获得更复杂的分析的精细数据。体表映射是从体表测量的心脏活性的图形呈现。在这项工作中,我们专注于来自测量信号的特征提取并找到它们之间的关系。已经测量了三组健康女性;一组与心脏信号,正如我们假设,可预见到怀孕的扭曲;第二组女性交货后,第三组健康而不是孕妇。我们使用不同的特征组合生成了来自提取值的多个决策树。我们已经确定了几种可能比其他特征更差异。

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