TY - JOUR
T1 - Ventricular late potential analysis with musical and harmonic wavelets
AU - Batista, Arnaldo
AU - English, Michael
N1 - Funding: Junta Nacional de Investigação Científica e Tecnológica (BD-2848-94)
PY - 1999/2
Y1 - 1999/2
N2 - Harmonic and musical wavelets were introduced by DE Newland in 1994, and have their spectrum tightly defined, therefore greatly reducing spectral leakage that may disturb signal frequency analysis. We have explored the ability of these wavelets to perform detection and quantification of ventricular late potentials (VLP) through our multiresolution time-scale method of energy comparison between the ST and TP segments of the ECG. Since reduction of spectral leakage improves the method's reliability, Newland wavelets provided better results than Daubechies wavelets in our study cases. The only drawback is the comparatively reduced time resolution of Newland wavelets. This required us to concatenate a number of ST segments to form a longer data set that is more representative of the high-resolution ECG (HR- ECG) of a patient than one individual beat. This approach may also be considered for other applications in the HR-ECG field. The spectral properties of the Newland wavelets play a major role in the improvement in our results.
AB - Harmonic and musical wavelets were introduced by DE Newland in 1994, and have their spectrum tightly defined, therefore greatly reducing spectral leakage that may disturb signal frequency analysis. We have explored the ability of these wavelets to perform detection and quantification of ventricular late potentials (VLP) through our multiresolution time-scale method of energy comparison between the ST and TP segments of the ECG. Since reduction of spectral leakage improves the method's reliability, Newland wavelets provided better results than Daubechies wavelets in our study cases. The only drawback is the comparatively reduced time resolution of Newland wavelets. This required us to concatenate a number of ST segments to form a longer data set that is more representative of the high-resolution ECG (HR- ECG) of a patient than one individual beat. This approach may also be considered for other applications in the HR-ECG field. The spectral properties of the Newland wavelets play a major role in the improvement in our results.
KW - High-resolution electrocardiography
KW - Ventricular late potentials
KW - Wavelets
UR - http://www.scopus.com/inward/record.url?scp=0344573800&partnerID=8YFLogxK
U2 - 10.1016/S1350-4533(98)00087-3
DO - 10.1016/S1350-4533(98)00087-3
M3 - Article
C2 - 10223647
SN - 1350-4533
VL - 20
SP - 773
EP - 779
JO - Medical Engineering and Physics
JF - Medical Engineering and Physics
IS - 10
ER -