Contribution to Single-Channel Fetal Electrocardiogram Identification

被引:2
|
作者
Ziani, Said [1 ,2 ]
机构
[1] Hassan II Univ, High Sch Technol, Lab Comp Networks Telecommun & Multimedia, Casablanca 20153, Morocco
[2] Mohammed V Univ, Hlth Technol Engn Dept, ENSAM, Res Grp Biomed Engn & Pharmaceut Sci, Rabat 10090, Morocco
关键词
fetal; electrocardiogram; continuous wavelet; transform; segmentation; SEPARATION; NETWORK;
D O I
10.18280/ts.390617
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents the recognition of fetal ECG signals from a single-channel recording. The Continuous Wavelet Transform generates a two-dimensional representation of a single-dimension input containing fetal electrocardiogram waves, which are accurately located and isolated. By segmenting this 2D representation using Otsu's method, the continuous wavelet transform of each wave may be estimated. The temporal expression of the wave is then rebuilt by calculating the Inverse Continuous Wavelet Transform. The continuity between each sample allows us to follow the waves from one image to the next. Consequently, the complete profile can be automatically processed.
引用
收藏
页码:2055 / 2060
页数:6
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