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
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