Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
paper cover icon
Wavelet analysis of cardiac optical mapping data

Wavelet analysis of cardiac optical mapping data

Computers in biology and medicine, 2015
Philippe Comtois
Abstract
Optical mapping technology is an important tool to study cardiac electrophysiology. Transmembrane fluorescence signals from voltage-dependent dyes need to be preprocessed before analysis to improve the signal-to-noise ratio. Fourier analysis, based on spectral properties of stationary signals, cannot directly provide information on the spectrum changes with respect to time. Fourier filtering has the disadvantage of causing degradation of abrupt waveform changes such as those in action potential signals. Wavelet analysis has the ability to offer simultaneous localization in time and frequency domains, suitable for the analysis and reconstruction of irregular, non-stationary signals like the fast action-potential upstroke, and better than conventional filters for denoising. We applied discrete wavelet transformation for temporal processing of optical mapping signals and wavelet packet analysis approaches to process activation maps from simulated and experimental optical mapping data f...

Philippe Comtois hasn't uploaded this paper.

Let Philippe know you want this paper to be uploaded.

Ask for this paper to be uploaded.