A METHOD FOR VISUALIZATION OF VENTRICULAR-FIBRILLATION - DESIGN OF A COOLED FIBEROPTICALLY COUPLED IMAGE INTENSIFIED CCD DATA-ACQUISITION SYSTEM INCORPORATING WAVELET SHRINKAGE BASED ADAPTIVE FILTERING
Fx. Witkowski et al., A METHOD FOR VISUALIZATION OF VENTRICULAR-FIBRILLATION - DESIGN OF A COOLED FIBEROPTICALLY COUPLED IMAGE INTENSIFIED CCD DATA-ACQUISITION SYSTEM INCORPORATING WAVELET SHRINKAGE BASED ADAPTIVE FILTERING, Chaos, 8(1), 1998, pp. 94-102
The measurement of cardiac transmembrane potential changes with voltag
e sensitive dyes is in increasing use. Detection of these very small f
luorescent alterations using large multiplexed arrays, such as charge
coupled device (CCD) cameras at high sampling rates, has proven challe
nging and usually requires significant averaging to improve the signal
-to-noise ratio. To minimize the damage of living tissue stained with
voltage sensitive dyes, excitation photon exposure must be limited, wi
th the inevitable consequence of diminishing the fluorescence that is
generated. State-of-the-art high frame rate CCD cameras have read nois
e levels in the 5-10 e(-) rms range, which is at least two orders of m
agnitude above that required to detect voltage sensitive dye alteratio
ns at individual pixels corresponding to 1 mm(2) heart regions illumin
ated with levels of 100 mW/cm(2) at frame rates approaching 1000 frame
s/sec. Image intensification is thus required prior to photon quantifi
cation. We report here the development of such a data acquisition syst
em using commercially available hardware. Additionally, in the past te
n years, a mathematical theory of multiresolution has been developed,
and new building blocks called wavelets, allow a signal to be observed
at different resolutions. Wavelet analysis also makes possible a new
method of extricating signals from noise. We have incorporated spatial
ly adaptive filters based on wavelet denoising of individual pixels to
significantly reduce the multiple noise sources present in the acquir
ed data. (C) 1998 American Institute of Physics.