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Optical tomographic mapping of cerebral haemodynamics by means of time-domain detection: methodology and phantom validation

机译:通过时域检测对脑血流动力学的光学层析成像图:方法学和体模验证

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摘要

One of the primary applications of diffuse optical imaging is to localize and quantify the changes in the cerebral oxygenation during functional brain activation. Up to now, data from an optical imager are simply presented as a two-dimensional (2D) topographic map using the modified Beer–Lambert law that assumes homogeneous optical properties beneath each optode. Due to the highly heterogeneous nature of the optical properties in the brain, the assumption is evidently invalid, leading to both low spatial resolution and inaccurate quantification in the assessment of haemodynamic changes. To cope with these difficulties, we propose a nonlinear tomographic image reconstruction algorithm for a two-layered slab geometry that uses time-resolved reflected light. The algorithm is based on the previously developed generalized pulse spectrum technique, and implemented within a semi-three-dimensional (3D) framework to conform to the topographic visualization and to reduce computational load. We demonstrate the advantages of the algorithm in quantifying simulated changes in haemoglobin concentrations and investigate its robustness to the uncertainties in the cortical structure and optical properties, as well as the effects of random noises on image quality. The methodology is also validated by experiments using a solid layered phantom.
机译:漫射光学成像的主要应用之一是在功能性大脑激活过程中定位和量化大脑氧合的变化。到目前为止,使用修改后的比尔-兰伯特定律(假设每个光电二极管下方均质的光学特性),将来自光学成像仪的数据简单地呈现为二维(2D)地形图。由于大脑光学特性的高度异质性,因此该假设显然无效,从而导致较低的空间分辨率和对血流动力学变化的评估中的量化不准确。为了解决这些困难,我们针对使用时间分辨反射光的两层平板几何形状,提出了一种非线性层析图像重建算法。该算法基于先前开发的广义脉冲频谱技术,并在半三维(3D)框架内实现,以符合地形可视化并减少计算量。我们证明了该算法在定量模拟血红蛋白浓度变化方面的优势,并研究了其对皮质结构和光学特性不确定性以及随机噪声对图像质量的影响的鲁棒性。该方法还通过使用实心分层体模的实验进行了验证。

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