Title :
A new method for automatic delineation of ECG fiducial points based on the Phasor Transform
Author :
Martínez, Arturo ; Alcaraz, Raúl ; Rieta, José J.
Author_Institution :
Innovation in Bioeng. Res. Group, Univ. of Castilla-La Mancha, Cuenca, Spain
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
The present work introduces a new ECG delineator, based on the Phasor Transform, which is characterized by its robustness, low computational cost and mathematical simplicity. The method converts each instantaneous ECG sample into a phasor, thus being able to deal very precisely with P and T waves, which are of notably lower amplitude than the QRS complex. Initially, the method relies on the detection of R peaks and, next, onset and offset of the QRS complex are identified. Finally, taking the QRS as a reference, P and T waves are detected and delineated. The new delineator has been validated with the QT database, providing average values of sensitivity higher than 98.60% for the detection of all the significant ECG waves and fiducial points. Additionally, the average maximum time delineation error was lower than 6 ms and its standard deviation was in agreement with the accepted tolerances for expert physicians in the onset and offset identification for QRS, P and T waves. As a consequence, this new algorithm is able to achieve similar performance to the one provided by other well known delineation algorithms, but with notably lower computational cost.
Keywords :
electrocardiography; medical signal processing; transforms; ECG; QRS complex; automatic delineation; average maximum time delineation error; fiducial points; phasor transform; Databases; Electrocardiography; Manuals; Robustness; Sensitivity; Wavelet transforms; Algorithms; Artificial Intelligence; Diagnosis, Computer-Assisted; Electrocardiography; Humans; Long QT Syndrome; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626498