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

机译:使用多直径单纤维反射光谱法测量组织散射特性:计算机灵敏度分析

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摘要

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 (dfiber), 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 (dfiber ∈ [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.
机译:混浊介质的多直径单纤维反射率(MDSFR)测量可用于确定降低的散射系数(μ's)和表征相位函数(γ)的参数。 MDSFR方法利用半经验模型,该模型将收集的单纤维反射强度表示为纤维直径(dfiber),μ's和γ的函数。这项研究调查了μ's和γ的MDSFR估计值对光纤直径的选择以及纳入拟合程序的光谱信息的敏感性。使用单纤维反射强度的蒙特卡罗模拟测试了拟合算法,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])和多个纤维直径(dfiber∈[0.2 – 1.5] mm)。 MDSFR分析可在广泛的散射组合范围内准确估算出μ和γ。结果表明,参数精度对分析中包括的纤维直径范围敏感,但对中间纤维数量不敏感。此外,无需事先了解γ光谱形状即可获得准确的参数估计值。观察结果用于制定临床上适用的MDSFR探针设计的启发式指南。

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