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在诺伊曼级数辐射传输方程中纳入反射边界条件:在漫射光学成像中对光子传播与重建的应用

Incorporating reflection boundary conditions in the Neumann series radiative transport equation: application to photon propagation and reconstruction in diffuse optical imaging.

作者信息

Jha Abhinav K, Zhu Yansong, Arridge Simon, Wong Dean F, Rahmim Arman

机构信息

Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD, USA.

Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA.

出版信息

Biomed Opt Express. 2018 Mar 1;9(4):1389-1407. doi: 10.1364/BOE.9.001389. eCollection 2018 Apr 1.

Abstract

We propose a formalism to incorporate boundary conditions in a Neumann-series-based radiative transport equation. The formalism accurately models the reflection of photons at the tissue-external medium interface using Fresnel's equations. The formalism was used to develop a gradient descent-based image reconstruction technique. The proposed methods were implemented for 3D diffuse optical imaging. In computational studies, it was observed that the average root-mean-square error (RMSE) for the output images and the estimated absorption coefficients reduced by 38% and 84%, respectively, when the reflection boundary conditions were incorporated. These results demonstrate the importance of incorporating boundary conditions that model the reflection of photons at the tissue-external medium interface.

摘要

我们提出一种形式体系,将边界条件纳入基于诺伊曼级数的辐射传输方程中。该形式体系利用菲涅耳方程精确模拟光子在组织 - 外部介质界面处的反射。此形式体系被用于开发一种基于梯度下降的图像重建技术。所提出的方法被应用于三维漫射光学成像。在计算研究中观察到,当纳入反射边界条件时,输出图像的平均均方根误差(RMSE)和估计的吸收系数分别降低了38%和84%。这些结果证明了纳入对光子在组织 - 外部介质界面处反射进行建模的边界条件的重要性。

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