• 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