Literature DB >> 22868525

Multiscale entropy study of medical laser speckle contrast images.

Anne Humeau-Heurtier1, Guillaume Mahé, Sylvain Durand, Pierre Abraham.   

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.

Mesh:

Year:  2012        PMID: 22868525     DOI: 10.1109/TBME.2012.2208642

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  2 in total

1.  Centered and Averaged Fuzzy Entropy to Improve Fuzzy Entropy Precision.

Authors:  Jean-Marc Girault; Anne Humeau-Heurtier
Journal:  Entropy (Basel)       Date:  2018-04-15       Impact factor: 2.524

2.  Development of Postural Stability Index to Distinguish Different Stability States.

Authors:  Nurul Retno Nurwulan; Bernard C Jiang; Vera Novak
Journal:  Entropy (Basel)       Date:  2019-03-22       Impact factor: 2.524

  2 in total

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