DocumentCode :
1189965
Title :
Measuring curvature and velocity vector fields for waves of cardiac excitation in 2-D media
Author :
Kay, Matthew W. ; Gray, Richard A.
Author_Institution :
Dept. of Biomed. Eng., Univ. of Alabama, Birmingham, AL, USA
Volume :
52
Issue :
1
fYear :
2005
Firstpage :
50
Lastpage :
63
Abstract :
Excitable media theory predicts the effect of electrical wavefront morphology on the dynamics of propagation in cardiac tissue. It specifies that a convex wavefront propagates slower and a concave wavefront propagates faster than a planar wavefront. Because of this, wavefront curvature is thought to be an important functional mechanism of cardiac arrhythmias. However, the curvature of wavefronts during an arrhythmia are generally unknown. We introduce a robust, automated method to measure the curvature vector field of discretely characterized, arbitrarily shaped, two-dimensional (2-D) wavefronts. The method relies on generating a smooth, continuous parameterization of the shape of a wave using cubic smoothing splines fitted to an isopotential at a specified level, which we choose to be -30 mV. Twice differentiating the parametric form provides local curvature vectors along the wavefront and waveback. Local conduction velocities are computed as the wave speed along lines normal to the parametric form. In this way, the curvature and velocity vector field for wavefronts and wavebacks can be measured. We applied the method to data sampled from a 2-D numerical model and several examples are provided to illustrate its usefulness for studying the dynamics of cardiac propagation in 2-D media.
Keywords :
bioelectric potentials; biological tissues; cardiology; physiological models; splines (mathematics); 2-D Media; arrhythmia; cardiac excitation; cardiac propagation; cardiac tissue; concave wavefront; convex wavefront; cubic smoothing splines; discretely characterized arbitrarily shaped two-dimensional wavefronts; electrical wavefront morphology; excitable media theory; isopotential; local conduction velocities; planar wavefront; smooth continuous wave shape parameterization; velocity vector fields; wavebacks; wavefront curvature; wavefront propagation; Biomedical engineering; Biomedical measurements; Cardiac tissue; Morphology; Numerical models; Robustness; Shape measurement; Smoothing methods; Two dimensional displays; Velocity measurement; Cardiac arrhythmias; cardiac electrophysiology; conduction velocity; wave curvature; Algorithms; Animals; Arrhythmias, Cardiac; Computer Simulation; Diagnosis, Computer-Assisted; Heart Conduction System; Humans; Models, Cardiovascular; Models, Neurological; Neural Conduction; Vectorcardiography;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2004.839798
Filename :
1369588
Link To Document :
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