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Transformation of full 4×4 Mueller matrices: a quantitative technique for biomedical diagnosis

机译:完整的4×4 Mueller矩阵的转换:用于生物医学诊断的定量技术

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摘要

Polarization images contain abundant microstructural information of samples. Recently, as a comprehensive description of the structural and optical properties of complex media, the Mueller matrix imaging has been widely applied to biomedical studies, especially cancer detections. In previous works, we proposed a technique to transform the backscattering 3×3 Mueller matrices into a group of quantitative parameters with clear relationships to specific microstructures. In this paper, we extend this transformation method to full 4×4 Mueller matrices of both the back and forward scattering directions. Using the experimental results of phantoms and Monte Carlo simulation based on the sphere-cylinder birefringence model, we fit the Mueller matrix elements to trigonometric curves in polar coordinates and obtain a new set of transformation parameters, which can be expressed as analytical functions of 16 Mueller matrix elements. Both the experimental and simulated results demonstrate that the transformation parameters have simple relationships to the characteristic microstructural properties, including the densities and orientations of fibrous structures, the sizes of the scatterers, and the depolarization power of the samples. We also apply the transformation parameters of full 4×4 Mueller matrices to human liver cancerous tissues. Preliminary imaging results show that the parameters can quantitatively reflect the formation of fibrous birefringent tissues accompanying the cancerous processes. The findings presented in this study can be useful for in vivo or in vitro polarization imaging of tissues for diagnostic applications.
机译:偏振图像包含大量的样品微结构信息。最近,作为对复杂介质的结构和光学性质的全面描述,穆勒矩阵成像已广泛应用于生物医学研究,尤其是癌症检测。在以前的工作中,我们提出了一种将后向散射3×3 Mueller矩阵转换为一组定量参数的技术,这些定量参数与特定的微结构有明确的关系。在本文中,我们将此变换方法扩展到前后散射方向的全4×4 Mueller矩阵。利用体模的实验结果和基于球圆柱双折射模型的蒙特卡罗模拟,我们将Mueller矩阵元素拟合到极坐标中的三角曲线,并获得了一组新的变换参数,可以表示为16 Mueller的解析函数矩阵元素。实验结果和模拟结果均表明,转变参数与特征微结构性质具有简单关系,包括纤维结构的密度和取向,散射体的大小以及样品的去极化能力。我们还将全4×4 Mueller矩阵的变换参数应用于人肝癌组织。初步成像结果表明,这些参数可以定量反映伴随癌变过程的纤维性双折射组织的形成。这项研究中提出的发现可用于组织的体内或体外极化成像以用于诊断应用。

著录项

  • 来源
  • 会议地点 San Francisco CA(US)
  • 作者单位

    Shenzhen Key Laboratory for Minimal Invasive Medical Technologies, Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China;

    Shenzhen Key Laboratory for Minimal Invasive Medical Technologies, Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China,Department of Physics, Tsinghua University, Beijing 100084, China;

    Shenzhen Key Laboratory for Minimal Invasive Medical Technologies, Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China,Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China;

    Shenzhen Key Laboratory for Minimal Invasive Medical Technologies, Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China,Department of Physics, Tsinghua University, Beijing 100084, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Polarization; scattering; Mueller matrix; biomedical imaging; cancerous tissues;

    机译:偏振;散射;穆勒矩阵;生物医学成像;癌组织;
  • 入库时间 2022-08-26 14:31:23

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