González-Rodríguez Pedro, Kim Arnold D
Universidad Carlos III de Madrid, Escuela Politécnica Superior, Grupo de Modelización y Simulación Numérica, Avenida de Universidad 30, 28911 Leganés, Spain.
Opt Express. 2009 May 25;17(11):8756-74. doi: 10.1364/oe.17.008756.
We reconstruct images of the absorption and the scattering coefficients for diffuse optical tomography using five different models for light propagation in tissues: (1) the radiative transport equation, (2) the delta-Eddington approximation, (3) the Fokker-Planck approximation, (4) the Fokker-Planck-Eddington approximation and (5) the generalized Fokker-Planck-Eddington approximation. The last four models listed are approximations of the radiative transport equation that take into account forward-peaked scattering analytically. Using simulated data from the numerical solution of radiative transport equation, we solve the inverse problem for the absorption and scattering coefficients using the transport-backtransport method. Through comparison of the numerical results, we show that all of these light scattering models produce good image reconstructions. In addition, we show that these approximations afford considerable computational savings over solving the radiative transport equation. However, all of the models exhibit significant "cross-talk" between absorption and scattering coefficient images. Among the approximations, we have found that the generalized Fokker-Planck-Eddington equation produced the best image reconstructions in comparison with the image reconstructions produced by the radiative transport equation.
(1)辐射传输方程,(2)δ-爱丁顿近似,(3)福克-普朗克近似,(4)福克-普朗克-爱丁顿近似以及(5)广义福克-普朗克-爱丁顿近似。列出的最后四个模型是辐射传输方程的近似,它们通过解析考虑了前向峰值散射。利用辐射传输方程数值解的模拟数据,我们使用传输-反向传输方法求解吸收系数和散射系数的逆问题。通过数值结果的比较,我们表明所有这些光散射模型都能产生良好的图像重建效果。此外,我们表明这些近似方法与求解辐射传输方程相比,能节省大量计算量。然而,所有模型在吸收系数图像和散射系数图像之间都表现出显著的“串扰”。在这些近似方法中,我们发现与辐射传输方程产生的图像重建相比,广义福克-普朗克-爱丁顿方程产生了最佳的图像重建效果。