Automated ECG segmentation with dynamic time warping

被引：39

作者：

Vullings, HJLM ^{[1
]}

Verhaegen, MHG ^{[1
]}

Verbruggen, HB ^{[1
]}

机构：

[1] Delft Univ Technol, Dept Elect Engn, NL-2600 GA Delft, Netherlands

来源：

PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND | 1998年 / 20卷

关键词：

ECG segmentation; dynamic time warping; dynamic programming;

D O I：

10.1109/IEMBS.1998.745863

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

To detect an abnormal conduction of the heart, cardiologists annotate certain points in the electrocardiogram (ECG) manually. As this is a very strenous task, several algorithms have been developed to segment the ECG automatically. Here, we describe several of such methods, and we further present a new single-lead method based on dynamic time warping (DTW). The results are tested on the QT database and compared to Laguna's two-lead method. DTW produces a smaller mean error, but has a higher standard deviation than Laguna's method.

引用

页码：163 / 166

页数：4

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