Naglič Peter, Zelinskyi Yevhen, Rogelj Luka, Stergar Jošt, Milanič Matija, Novak Jure, Kumperščak Borut, Bürmen Miran
University of Ljubljana, Faculty of Electrical Engineering, Tržaška cesta 25, 1000 Ljubljana, Slovenia.
University of Ljubljana, Faculty of Mathematics and Physics, Jadranska ulica 19, 1000 Ljubljana, Slovenia.
Biomed Opt Express. 2020 Jun 16;11(7):3753-3768. doi: 10.1364/BOE.391720. eCollection 2020 Jul 1.
In this work, we revise the preparation procedure and conduct an in depth characterization of optical properties for the recently proposed silicone-based tissue-mimicking optical phantoms in the spectral range from 475 to 925 nm. The optical properties are characterized in terms of refractive index and its temperature dependence, absorption and reduced scattering coefficients and scattering phase function related quantifiers. The scattering phase function and related quantifiers of the optical phantoms are first assessed within the framework of the Mie theory by using the measured refractive index of SiliGlass and size distribution of the hollow silica spherical particles that serve as scatterers. A set of purely absorbing optical phantoms in cuvettes is used to evaluate the linearity of the absorption coefficient with respect to the concentration of black pigment that serves as the absorber. Finally, the optical properties in terms of the absorption and reduced scattering coefficients and the subdiffusive scattering phase function quantifier are estimated for a subset of phantoms from spatially resolved reflectance using deep learning aided inverse models. To this end, an optical fiber probe with six linearly arranged optical fibers is used to collect the backscattered light at small and large distances from the source fiber. The underlying light propagation modeling is based on the stochastic Monte Carlo method that accounts for all the details of the optical fiber probe.
在这项工作中,我们修订了制备程序,并对最近提出的基于硅酮的组织模拟光学体模在475至925纳米光谱范围内的光学特性进行了深入表征。光学特性通过折射率及其温度依赖性、吸收系数、约化散射系数以及与散射相函数相关的量化指标来表征。首先,在米氏理论框架内,利用SiliGlass的测量折射率和用作散射体的空心二氧化硅球形颗粒的尺寸分布,评估光学体模的散射相函数及相关量化指标。使用一组比色皿中的纯吸收性光学体模来评估吸收系数相对于用作吸收剂的黑色颜料浓度的线性度。最后,利用深度学习辅助反演模型,从空间分辨反射率估计一组体模的吸收系数、约化散射系数以及亚扩散散射相函数量化指标等光学特性。为此,使用具有六根线性排列光纤的光纤探头,在距源光纤的小距离和大距离处收集背向散射光。潜在的光传播建模基于考虑了光纤探头所有细节的随机蒙特卡罗方法。