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使用多直径单光纤反射光谱法测量组织散射特性:计算机模拟敏感性分析

Measurement of tissue scattering properties using multi-diameter single fiber reflectance spectroscopy: in silico sensitivity analysis.

作者信息

Gamm U A, Kanick S C, Sterenborg H J C M, Robinson D J, Amelink A

机构信息

Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands.

出版信息

Biomed Opt Express. 2011 Nov 1;2(11):3150-66. doi: 10.1364/BOE.2.003150. Epub 2011 Oct 26.

Abstract

Multiple diameter single fiber reflectance (MDSFR) measurements of turbid media can be used to determine the reduced scattering coefficient (μ'(s)) and a parameter that characterizes the phase function (γ). The MDSFR method utilizes a semi-empirical model that expresses the collected single fiber reflectance intensity as a function of fiber diameter (d(fiber)), μ'(s), and γ. This study investigated the sensitivity of the MDSFR estimates of μ'(s) and γ to the choice of fiber diameters and spectral information incorporated into the fitting procedure. The fit algorithm was tested using Monte Carlo simulations of single fiber reflectance intensities that investigated biologically relevant ranges of scattering properties (μ'(s) ∈ [0.4 - 4]mm(-1)) and phase functions (γ ∈ [1.4 - 1.9]) and for multiple fiber diameters (d(fiber) ∈ [0.2 - 1.5] mm). MDSFR analysis yielded accurate estimates of μ'(s) and γ over the wide range of scattering combinations; parameter accuracy was shown to be sensitive to the range of fiber diameters included in the analysis, but not to the number of intermediate fibers. Moreover, accurate parameter estimates were obtained without a priori knowledge about the spectral shape of γ. Observations were used to develop heuristic guidelines for the design of clinically applicable MDSFR probes.

摘要

对混浊介质进行多直径单纤维反射率(MDSFR)测量可用于确定约化散射系数(μ'(s))和一个表征相位函数的参数(γ)。MDSFR方法利用一种半经验模型,该模型将收集到的单纤维反射率强度表示为纤维直径(d(fiber))、μ'(s)和γ的函数。本研究调查了MDSFR对μ'(s)和γ的估计值对于拟合过程中所采用的纤维直径选择和光谱信息的敏感性。使用单纤维反射率强度的蒙特卡罗模拟对拟合算法进行了测试,该模拟研究了散射特性(μ'(s) ∈ [0.4 - 4]mm(-1))和相位函数(γ ∈ [1.4 - 1.9])的生物学相关范围以及多种纤维直径(d(fiber) ∈ [0.2 - 1.5] mm)的情况。MDSFR分析在广泛的散射组合范围内对μ'(s)和γ给出了准确估计;结果表明参数准确性对分析中所包含的纤维直径范围敏感,但对中间纤维的数量不敏感。此外,在没有关于γ光谱形状的先验知识的情况下也获得了准确的参数估计。这些观察结果被用于制定临床上适用的MDSFR探头设计的启发式指南。

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