DocumentCode :
2359370
Title :
An alternative decision rule for threshold based T-wave measurement algorithms based on second derivative extrema
Author :
Farina, P.V.R. ; Laguna, P. ; Martinez, Juan Pablo ; Turiel, J.P. ; López, A. Herreros ; Wong, S.
Author_Institution :
Fundacion CARTIF, Valladolid
fYear :
2008
fDate :
14-17 Sept. 2008
Firstpage :
709
Lastpage :
712
Abstract :
QT interval is a surface ECG measure which has been the subject of great research interest. Usually, a prolongation of the QT interval beyond the normal value is associated with bad cardiac prognosis. In this paper we revisit the wavelet transform based method. Rather than using a threshold related or the highest inflection point of the derivative, we use the extreme on the second derivative which appears ahead of the inflexion point. This rule differs from the thresholds one in its simplicity of application and its potential for real time analysis. The algorithm detects the end of the T-wave by using the first and second derivative on the fifth scale. Results for the T wave obtained in simulations give a mean error of -6.73 +/- 14.5 ms (-7.80 +/- 21.04 ms when adding white noise in a SNR of approximately 4 dB) whereas results in Physionetpsilas QTDB give (-1.22 +/- 38.85 ms) in the case of T end locations. The results for the threshold method were (-1.6 +/- 18.1 ms).
Keywords :
differentiation; electrocardiography; medical signal detection; numerical analysis; wavelet transforms; QT interval prolongation; T-wave end detection; decision rule; fifth scale first derivative; fifth scale second derivative; inflection point; second derivative extrema; surface ECG QT interval; threshold based T-wave measurement algorithms; wavelet transform based method; Cardiology; Communications technology; Discrete wavelet transforms; Electrocardiography; Filter bank; Frequency; Heart rate interval; Spline; Wavelet transforms; White noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2008
Conference_Location :
Bologna
ISSN :
0276-6547
Print_ISBN :
978-1-4244-3706-1
Type :
conf
DOI :
10.1109/CIC.2008.4749140
Filename :
4749140
Link To Document :
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