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基于蒙特卡罗模拟的短波长近红外光谱光学皮肤探头性能评估。

Performance estimation of optical skin probe in short wavelength infrared spectroscopy based on Monte-Carlo simulation.

机构信息

Samsung Advanced Institute of Technology, 130 Samsung-Ro, Yeongtong-Gu, Suwon-Si, Gyeonggi-Do, Korea.

出版信息

Sci Rep. 2022 Nov 22;12(1):20134. doi: 10.1038/s41598-022-23251-4.

Abstract

Optical throughput and optical path length are key parameters to obtain high signal to noise ratio and sensor sensitivity for the detection of skin tissue components based on short wavelength infrared (SWIR) spectroscopy. These parameters should be taken into account at the stage of optical system design. We aim to develop a method to estimate the optical efficiency and the effective water path length of a newly designed SWIR spectroscopy skin measurement system using Monte-Carlo photon migration simulation. To estimate the optical efficiency and the effective water path length, we investigated the characteristics of Monte-Carlo photon migration simulation utilizing one layered simple skin model. Simulation of photon transport in skin was conducted for transmission, transflection, and reflection optical configurations in both first overtone (1540 ~ 1820 nm) and combination (2040 ~ 2380 nm) wavelength ranges. Experimental measurement of skin spectrum was done using Fourier transform infrared spectroscopy based system to validate the estimation performance. Overall, the simulated results for optical efficiency and effective water path length are in good agreements with the experimental measurements, which shows the suggested method can be used as a means for the performance estimation and the design optimization of various in-vivo SWIR spectroscopic system.

摘要

光学透过率和光程是基于短波长近红外(SWIR)光谱检测皮肤组织成分获得高信噪比和传感器灵敏度的关键参数。这些参数应在光学系统设计阶段考虑。我们旨在开发一种使用蒙特卡罗光子迁移模拟来估计新设计的 SWIR 光谱皮肤测量系统的光学效率和有效水路径长度的方法。为了估计光学效率和有效水路径长度,我们研究了利用单层简单皮肤模型进行蒙特卡罗光子迁移模拟的特性。在第一泛频(15401820nm)和组合(20402380nm)波长范围内,对传输、反射和反射光学配置中的光子输运进行了模拟。使用基于傅里叶变换的红外光谱系统进行皮肤光谱的实验测量,以验证估计性能。总体而言,光学效率和有效水路径长度的模拟结果与实验测量结果非常吻合,这表明所提出的方法可用于各种体内 SWIR 光谱学系统的性能估计和设计优化。

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