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
[31]   Impact of light polarization on laser speckle contrast imaging with a custom phantom for microvascular flow [J].
Amini, Nasrin ;
Esteki, Ali ;
Ahmadi, Mohsen ;
Sasanpour, Pezhman .
SCIENTIFIC REPORTS, 2024, 14 (01)
[32]   Modeling movement artefacts in handheld laser speckle contrast perfusion imaging: influence of wavefront types [J].
Chizari, Ata ;
Tsong, Wilson ;
Knop, Tom ;
Steenbergen, Wiendelt .
DYNAMICS AND FLUCTUATIONS IN BIOMEDICAL PHOTONICS XIX, 2022, 11959
[33]   Imaging depth and multiple scattering in laser speckle contrast imaging [J].
Davis, Mitchell A. ;
Kazmi, S. M. Shams ;
Dunn, Andrew K. .
JOURNAL OF BIOMEDICAL OPTICS, 2014, 19 (08)
[34]   Laser speckle contrast imaging of cerebral blood flow in humans during neurosurgery: a pilot clinical study [J].
Parthasarathy, Ashwin B. ;
Weber, Erica L. ;
Richards, Lisa M. ;
Fox, Douglas J. ;
Dunn, Andrew K. .
JOURNAL OF BIOMEDICAL OPTICS, 2010, 15 (06)
[35]   Laser speckle contrast imaging and quantitative fluorescence angiography for perfusion assessment [J].
Ronn, Jonas Hedelund ;
Nerup, Nikolaj ;
Strandby, Rune Broni ;
Svendsen, Morten Bo Sondergaard ;
Ambrus, Rikard ;
Svendsen, Lars Bo ;
Achiam, Michael Patrick .
LANGENBECKS ARCHIVES OF SURGERY, 2019, 404 (04) :505-515
[36]   Laser Speckle Contrast Imaging for Monitoring Changes in Microvascular Blood Flow [J].
Ambrus, Rikard ;
Strandby, Rune B. ;
Svendsen, Lars Bo ;
Achiam, Michael P. ;
Steffensen, John F. ;
Svendsen, Morten Bo Sondergaard .
EUROPEAN SURGICAL RESEARCH, 2016, 56 (3-4) :87-96
[37]   Assessment of Skin Microvascular Function and Dysfunction With Laser Speckle Contrast Imaging [J].
Mahe, Guillaume ;
Humeau-Heurtier, Anne ;
Durand, Sylvain ;
Leftheriotis, Georges ;
Abraham, Pierre .
CIRCULATION-CARDIOVASCULAR IMAGING, 2012, 5 (01) :155-163
[38]   Functional characterization of collaterals in the human gingiva by laser speckle contrast imaging [J].
Fazekas, Reka ;
Molnar, Eszter ;
Lohinai, Zsolt ;
Dinya, Elek ;
Toth, Zsuzsanna ;
Windisch, Peter ;
Vag, Janos .
MICROCIRCULATION, 2018, 25 (03)
[39]   Comparison of laser Doppler and laser speckle contrast imaging using a concurrent processing system [J].
Sun, Shen ;
Hayes-Gill, Barrie R. ;
He, Diwei ;
Zhu, Yiqun ;
Huynh, Nam T. ;
Morgan, Stephen P. .
OPTICS AND LASERS IN ENGINEERING, 2016, 83 :1-9
[40]   Assessment of microvascular endothelial function in type 1 diabetes using laser speckle contrast imaging [J].
Matheus, Alessandra S. de M. ;
Silva Clemente, Eliete Leao ;
Guimaraes Rodrigues, Maria de Lourdes ;
Torres Valenca, Debora Cristina ;
Gomes, Marilia B. .
JOURNAL OF DIABETES AND ITS COMPLICATIONS, 2017, 31 (04) :753-757