DocumentCode
28899
Title
Multiscale Entropy Study of Medical Laser Speckle Contrast Images
Author
Humeau-Heurtier, Anne ; Mahe, Guillaume ; Durand, S. ; Abraham, Pierre
Author_Institution
Lab. d´Ing. des Syst. Automatises, LUNAM Univ., Angers, France
Volume
60
Issue
3
fYear
2013
fDate
Mar-13
Firstpage
872
Lastpage
879
Abstract
Laser speckle contrast imaging (LSCI) is a noninvasive full-field optical imaging technique that gives a 2-D microcirculatory blood flow map of tissue. Due to novelty of commercial laser speckle contrast imagers, image processing of LSCI data is new. By opposition, the numerous signal processing works of laser Doppler flowmetry (LDF) data-that give a 1-D view of microvascular blood flow-have led to interesting physiological information. Recently, analysis of multiscale entropy (MSE) of LDF signals has been proposed. A nonmonotonic evolution of MSE with two distinctive scales-probably dominated by the cardiac activity-has been reported. We herein analyze MSE of LSCI data. We compare LSCI results with the ones of LDF signals obtained during the same experiment. We show that when time evolution of LSCI single pixels is studied, MSE presents a monotonic decreasing pattern, similar to the one of Gaussian white noises. By opposition, when the mean of LSCI pixel values is computed in a region of interest (ROI) and followed with time, MSE pattern becomes close to the one of LDF data, for ROI large enough. LSCI is gaining increased interest for blood flow monitoring. The physiological implications of our results require future study.
Keywords
Doppler measurement; Gaussian noise; biological tissues; biomedical optical imaging; blood flow measurement; cardiology; entropy; flowmeters; laser applications in medicine; medical image processing; physiology; speckle; 2D microcirculatory blood flow map; Gaussian white noises; LDF signals; LSCI data image processing; LSCI single pixels; MSE pattern; biological tissue; blood flow monitoring; cardiac activity; laser Doppler flowmetry data; medical laser speckle contrast images; microvascular blood flow; monotonic decreasing pattern; multiscale entropy; noninvasive full-field optical imaging technique; physiological information; region of interest; Blood; Doppler effect; Entropy; Lasers; Measurement by laser beam; Speckle; Standards; Blood flow; laser speckle imaging; medical image processing; multiscale entropy (MSE); optical imaging; perfusion; Adult; Entropy; Female; Forearm; Humans; Male; Microcirculation; Optical Imaging; Regional Blood Flow; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2012.2208642
Filename
6256705
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