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Hybrid Monte Carlo-diffusion method for light propagation in tissue with a low-scattering region

机译:混合蒙特卡罗扩散法在低散射区域的组织中传播光

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The heterogeneity of the tissues in a head, especially the low-scattering cerebrospinal fluid (CSF) layer surrounding the brain has previously been shown to strongly affect light propagation in the brain. The radiosity-diffusion method, in which the light propagation in the CSF layer is assumed to obey the radiosity theory, has been employed to predict the light propagation in head models. Although the CSF layer is assumed to be a nonscattering region in the radiosity-diffusion method, fine arachnoid trabeculae cause faint scattering in the CSF layer in real heads. A novel approach, the hybrid Monte Carlo-diffusion method, is proposed to calculate the head models, including the low-scattering region in which the light propagation does not obey neither the diffusion approximation nor the radiosity theory. The light propagation in the high-scattering region is calculated by means of the diffusion approximation solved by the finite-element method and that in the low-scattering region is predicted by the Monte Carlo method. The intensity and mean time of flight of the detected light for the head model with a low-scattering CSF layer calculated by the hybrid method agreed well with those by the Monte Carlo method, whereas the results calculated by means of the diffusion approximation included considerable error caused by the effect of the CSF layer. In the hybrid method, the time-consuming Monte Carlo calculation is employed only for the thin CSF layer, and hence, the computation time of the hybrid method is dramatically shorter than that of the Monte Carlo method. (C) 2003 Optical Society of America. [References: 21]
机译:头部的组织异质性,尤其是大脑周围的低散射性脑脊髓液(CSF)层,先前已显示出强烈影响大脑中的光传播。假定使用CSF层中的光传播遵守辐射度理论的辐射度扩散方法已用于预测头模型中的光传播。尽管在放射能扩散方法中CSF层被假定为非散射区域,但细蛛网眼小梁会导致真实头中CSF层微弱的散射。提出了一种新的方法,即混合蒙特卡罗扩散方法,来计算头部模型,包括低散射区域,在该区域中,光传播既不遵循扩散近似也不遵循辐射度理论。高散射区域中的光传播是通过有限元方法求解的扩散近似来计算的,而低散射区域中的光传播是通过蒙特卡洛方法进行预测的。通过混合方法计算的具有低散射CSF层的头部模型的检测到的光的强度和平均飞行时间与通过蒙特卡洛方法得到的结果相吻合,而通过扩散近似计算的结果包含相当大的误差由CSF层的影响引起。在混合方法中,费时的蒙特卡洛计算仅用于薄的CSF层,因此,混合方法的计算时间比蒙特卡洛方法的计算时间短得多。 (C)2003年美国眼镜学会。 [参考:21]

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