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在组织血流的激光散斑对比成像中分离单次散射和多次散射成分。

Separating single- and multiple-scattering components in laser speckle contrast imaging of tissue blood flow.

作者信息

Zhang Yifan, Wang Cheng, Tong Shanbao, Miao Peng

机构信息

School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.

School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai 200240, China.

出版信息

Biomed Opt Express. 2022 Apr 21;13(5):2881-2895. doi: 10.1364/BOE.453412. eCollection 2022 May 1.

Abstract

Random matrix theory provides new insights into multiple scattering in random media. In a recent study, we demonstrated the statistical separation of single- and multiple-scattering components based on a Wishart random matrix. The first- and second-order moments were estimated with a Wishart random matrix constructed using dynamically backscattered speckle images. In this study, this new strategy was applied to laser speckle contrast imaging (LSCI) of blood flow. The random matrix-based method was adopted and parameterized using electric field Monte Carlo simulations and blood flow phantom experiments. The new method was further applied to experiments, demonstrating the benefits of separating the single- and multiple-scattering components, and the method was compared with the traditional temporal laser speckle contrast analysis (LASCA) method. More specifically, the new method separates the stimulus-induced functional changes in blood flow and tissue perfusion in the superficial (<2 , is the transport mean free path) and deep layers (1  ∼ 7 ), extending LSCI to the evaluation of functional and pathological changes.

摘要

随机矩阵理论为随机介质中的多重散射提供了新的见解。在最近的一项研究中,我们基于威沙特随机矩阵证明了单散射和多重散射分量的统计分离。利用动态反向散射散斑图像构建的威沙特随机矩阵估计了一阶和二阶矩。在本研究中,这种新策略被应用于血流的激光散斑对比成像(LSCI)。采用基于随机矩阵的方法,并通过电场蒙特卡罗模拟和血流模型实验进行参数化。该新方法进一步应用于实验,证明了分离单散射和多重散射分量的好处,并将该方法与传统的时间激光散斑对比分析(LASCA)方法进行了比较。更具体地说,新方法分离了浅表(<2 , 是输运平均自由程)和深层(1 ∼ 7 )中刺激引起的血流和组织灌注的功能变化,将LSCI扩展到功能和病理变化的评估。

相似文献

本文引用的文献

1
Dynamic light scattering imaging.动态光散射成像
Sci Adv. 2020 Nov 6;6(45). doi: 10.1126/sciadv.abc4628. Print 2020 Nov.
2
Distortion matrix approach for ultrasound imaging of random scattering media.用于随机散射介质超声成像的失真矩阵方法。
Proc Natl Acad Sci U S A. 2020 Jun 30;117(26):14645-14656. doi: 10.1073/pnas.1921533117. Epub 2020 Jun 10.
9
Laser Speckle Contrast Imaging: theory, instrumentation and applications.激光散斑对比成像:理论、仪器与应用。
IEEE Rev Biomed Eng. 2013;6:99-110. doi: 10.1109/RBME.2013.2243140. Epub 2013 Jan 28.

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