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Fast and accurate Monte Carlo simulations of subdiffusive spatially resolved reflectance for a realistic optical fiber probe tip model aided by a deep neural network.借助深度神经网络,对逼真的光纤探头尖端模型进行亚扩散空间分辨反射率的快速准确蒙特卡罗模拟。
Biomed Opt Express. 2020 Jun 22;11(7):3875-3889. doi: 10.1364/BOE.391163. eCollection 2020 Jul 1.
2
Solid phantom recipe for diffuse optics in biophotonics applications: a step towards anatomically correct 3D tissue phantoms.用于生物光子学应用的漫射光学固态体模配方:迈向解剖学正确的三维组织体模的一步。
Biomed Opt Express. 2019 Mar 28;10(4):2090-2100. doi: 10.1364/BOE.10.002090. eCollection 2019 Apr 1.
3
Stability of gel wax based optical scattering phantoms.基于凝胶蜡的光学散射体模的稳定性
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Efficient estimation of subdiffusive optical parameters in real time from spatially resolved reflectance by artificial neural networks.通过人工神经网络实时从空间分辨反射率高效估计亚扩散光学参数。
Opt Lett. 2018 Jun 15;43(12):2901-2904. doi: 10.1364/OL.43.002901.
5
Development of thin skin mimicking bilayer solid tissue phantoms for optical spectroscopic studies.用于光学光谱研究的仿薄皮肤双层固体组织体模的研制。
Biomed Opt Express. 2017 Jun 7;8(7):3198-3212. doi: 10.1364/BOE.8.003198. eCollection 2017 Jul 1.
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Geometrically complex 3D-printed phantoms for diffuse optical imaging.用于漫射光学成像的几何结构复杂的3D打印体模。
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Adopting higher-order similarity relations for improved estimation of optical properties from subdiffusive reflectance.采用高阶相似关系以改进从亚扩散反射率估计光学特性。
Opt Lett. 2017 Apr 1;42(7):1357-1360. doi: 10.1364/OL.42.001357.
9
Estimation of optical properties by spatially resolved reflectance spectroscopy in the subdiffusive regime.在亚扩散区域通过空间分辨反射光谱法估算光学性质。
J Biomed Opt. 2016 Sep 1;21(9):95003. doi: 10.1117/1.JBO.21.9.095003.
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铂思硅基玻璃组织模拟体模的光学特性。

Optical properties of PlatSil SiliGlass tissue-mimicking phantoms.

作者信息

Naglič Peter, Zelinskyi Yevhen, Rogelj Luka, Stergar Jošt, Milanič Matija, Novak Jure, Kumperščak Borut, Bürmen Miran

机构信息

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.

出版信息

Biomed Opt Express. 2020 Jun 16;11(7):3753-3768. doi: 10.1364/BOE.391720. eCollection 2020 Jul 1.

DOI:10.1364/BOE.391720
PMID:33014564
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7510920/
Abstract

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.

摘要

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。