Optimisation of movement detection and artifact removal during laser speckle contrast imaging

被引:32
作者
Omarjee, Loukman [1 ]
Signolet, Isabelle [1 ]
Humeau-Heutier, Anne [2 ]
Martin, Ludovic [3 ,4 ]
Henrion, Daniel [3 ]
Abraham, Pierre [3 ]
机构
[1] Univ Hosp, Lab Physiol Vasc Invest, F-49933 Angers 09, France
[2] Univ Angers, LUNAM Univ, LISA, F-49045 Angers, France
[3] Univ Angers, INSERM, CNR5 UMR 6214, UFR Med,U1083, F-49045 Angers, France
[4] Univ Hosp, Dept Dermatol, F-49933 Angers 09, France
关键词
Laser speckle contrast imaging; Noise; Microcirculation; Blood flow; Signal processing; MICROVASCULAR REACTIVITY; TIME;
D O I
10.1016/j.mvr.2014.09.005
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
Introduction: Laser speckle contrast imaging (LSCI) allows an easy non-contact monitoring of the cutaneous blood flow (CBF), but is highly sensitive to movement artifacts (ARTm). Subtraction of a signal recorded on an adhesive opaque surface (AOS) close to the area of interest was reported as a mean of reducing noise from the raw skin LSCI (LSCIsk) signal, provided an individual calibration was performed. Assuming that AOS = a . CBF + b . ARTm, an ideal patch should completely block the light reflection due to CBF and thus be insensitive to skin blood flow changes ("a" similar to 0), while keeping a reflection signal amplitude similar to the one from the skin in case of artifact ("b" similar to 1). This ideal AOS has not been determined and may discriminate flow from movements during LSCI recordings. Materials and methods: We tested different AOSs to determine their "a" and "b" parameters in 35 and 34 healthy volunteers, respectively. The AOS surface providing results as close as possible to an ideal AOS, was used for a point-by-point de-noising of post occlusive reactive hyperemia (PORH) on two different days in 15 new subjects. Correlation of raw, smoothed (average smoothing over 1 s intervals) and denoised signals was tested through a cross-correlation analysis of the two POHR tests. Results: The optimal "a" and "b" values were obtained with a homemade bilayer adhesive patch (a = 0.06 +/- 0.05 and b = 1.03 +/- 0.17) whereas other tested AOS had "a" values ranging from 0.05 to 023 and "b" values ranging from 2.69 to 3.82. Using the bilayer adhesive patch the cross-correlation between the two tests of POHR increased from 0330 +/- 0.128 for raw, to 0.461 +/- 0.168 for smoothed and 0.649 +/- 0.128 for denoised signals respectively (p < 0.05 from raw coefficients). Conclusion: The home-made bilayer adhesive seems the optimal AOS for the removal of ARTm from the LSCIsk signal while respecting CBF signal. This specific AOS allows for an efficient de-noising of LSCI measurements without the need for individual calibration. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:75 / 80
页数:6
相关论文
共 50 条
  • [21] Application of Laser Speckle Contrast Imaging in The Research on Brain Science
    Wang Miao
    Hong Jia-Chi
    Zhou Fei-Fan
    Li Peng-Cheng
    PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2021, 48 (08) : 922 - 937
  • [22] Laser Speckle Contrast Imaging Based on a Mobile Phone Camera
    Kong, Ping
    Xu, Hao
    Li, Ran
    Huang, Gang
    Liu, Wei
    IEEE ACCESS, 2021, 9 : 76730 - 76737
  • [23] Laser speckle contrast imaging in biomedical optics
    Boas, David A.
    Dunn, Andrew K.
    JOURNAL OF BIOMEDICAL OPTICS, 2010, 15 (01)
  • [24] Excellent inter- and intra-observer reproducibility of microvascular tests using laser speckle contrast imaging
    Humeau-Heurtier, Anne
    Abraham, Pierre
    Durand, Sylvain
    Mahe, Guillaume
    CLINICAL HEMORHEOLOGY AND MICROCIRCULATION, 2014, 58 (03) : 439 - 446
  • [25] Advances in Laser Speckle Contrast Imaging: Key Techniques and Applications
    Zhai, Linjun
    Fu, Yuqing
    Du, Yongzhao
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2023, 50 (09):
  • [26] Assessment of microcirculation in the diabetic foot with laser speckle contrast imaging
    Mennes, O. A.
    van Netten, J. J.
    van Baal, J. G.
    Steenbergen, W.
    PHYSIOLOGICAL MEASUREMENT, 2019, 40 (06)
  • [27] Correction of overexposure in laser speckle contrast imaging
    Foldesy, Peter
    Siket, Mate
    Nagy, Adam
    Janoki, Imre
    OPTICS EXPRESS, 2022, 30 (12) : 21523 - 21534
  • [28] Spatiotemporal laser speckle contrast analysis for blood flow imaging with maximized speckle contrast
    Qiu, Jianjun
    Li, Pengcheng
    Luo, Weihua
    Wang, Jia
    Zhang, Hongyan
    Luo, Qingming
    JOURNAL OF BIOMEDICAL OPTICS, 2010, 15 (01)
  • [29] Impact of light polarization on laser speckle contrast imaging with a custom phantom for microvascular flow
    Amini, Nasrin
    Esteki, Ali
    Ahmadi, Mohsen
    Sasanpour, Pezhman
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [30] Expanding applications, accuracy, and interpretation of laser speckle contrast imaging of cerebral blood flow
    Kazmi, S. M. Shams
    Richards, Lisa M.
    Schrandt, Christian J.
    Davis, Mitchell A.
    Dunn, Andrew K.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2015, 35 (07) : 1076 - 1084