| Literature DB >> 34034235 |
J Rahul1, L D Sharma2.
Abstract
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 Toffdetection. 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 Toffdetection in the ECG. The achieved results show that the method can be used for cardiac arrhythmia detection related to the morphology of T-wave.Entities:
Keywords: ECG; QRS complex; T-wave; phasor transform
Mesh:
Year: 2021 PMID: 34034235 DOI: 10.1088/2057-1976/ac0502
Source DB: PubMed Journal: Biomed Phys Eng Express ISSN: 2057-1976