An enhanced T-wave delineation method using phasor transform in the electrocardiogram

被引:2
|
作者
Rahul, J. [1 ]
Sharma, L. D. [2 ]
机构
[1] Rajiv Gandhi Univ, Dept Elect & Commun Engn, Bengaluru, Karnataka, India
[2] VIT AP Univ, Sch Elect Engn, Amaravati, Andhra Pradesh, India
来源
BIOMEDICAL PHYSICS & ENGINEERING EXPRESS | 2021年 / 7卷 / 04期
关键词
T-wave; ECG; QRS complex; phasor transform; PEAK DETECTION; QRS DETECTION;
D O I
10.1088/2057-1976/ac0502
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Accurate detection of key components plays a vital role in determining cardiovascular diseases in the ECG. In this method, we propose an enhanced T-wave delineation method using the phasor transform. Discrete Wavelet Transform (DWT) and median filters were used to suppress the high-frequency noise and baseline drift during pre-processing. The phasor transform was used to detect and locate the delineation points before and after the T-wave. The proposed method was tested on the QTDB for R-peak, T-peak, and T-off detection. It achieved both sensitivity (Se%) and positive predictivity (+P%) values of 100 for R-peak detection. In T-peak detection, method shows Se % = 99.46 and +P % = 99.54, respectively. This method has reported Se% = 99.34 and +P% = 99.48 for T-off detection in the ECG. The achieved results show that the method can be used for cardiac arrhythmia detection related to the morphology of T-wave.
引用
收藏
页数:9
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