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Monte Carlo simulation of the spatial resolution and depth sensitivity of two-dimensional optical imaging of the brain

机译:大脑二维光学成像的空间分辨率和深度灵敏度的蒙特卡洛模拟

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摘要

Absorption or fluorescence-based two-dimensional (2-D) optical imaging is widely employed in functional brain imaging. The image is a weighted sum of the real signal from the tissue at different depths. This weighting function is defined as “depth sensitivity.” Characterizing depth sensitivity and spatial resolution is important to better interpret the functional imaging data. However, due to light scattering and absorption in biological tissues, our knowledge of these is incomplete. We use Monte Carlo simulations to carry out a systematic study of spatial resolution and depth sensitivity for 2-D optical imaging methods with configurations typically encountered in functional brain imaging. We found the following: (i) the spatial resolution is <200 μm for NA ≤0.2 or focal plane depth ≤300 μm. (ii) More than 97% of the signal comes from the top 500 μm of the tissue. (iii) For activated columns with lateral size larger than spatial resolution, changing numerical aperature (NA) and focal plane depth does not affect depth sensitivity. (iv) For either smaller columns or large columns covered by surface vessels, increasing NA and∕or focal plane depth may improve depth sensitivity at deeper layers. Our results provide valuable guidance for the optimization of optical imaging systems and data interpretation.
机译:基于吸收或基于荧光的二维(2-D)光学成像广泛应用于功能性脑成像。图像是来自不同深度组织的真实信号的加权和。该加权函数被定义为“深度灵敏度”。表征深度灵敏度和空间分辨率对于更好地解释功能成像数据很重要。然而,由于光在生物组织中的散射和吸收,我们对这些的知识尚不完整。我们使用蒙特卡洛模拟对具有功能性脑成像中通常遇到的配置的二维光学成像方法进行空间分辨率和深度灵敏度的系统研究。我们发现以下情况:(i)当NA≤0.2或焦平面深度≤300μm时,空间分辨率为<200μm。 (ii)超过97%的信号来自组织的顶部500μm。 (iii)对于横向尺寸大于空间分辨率的激活列,更改数值孔径(NA)和焦平面深度不会影响深度灵敏度。 (iv)对于较小的柱子或被水面船覆盖的较大的柱子,增加NA和/或焦平面深度可能会改善较深层的深度敏感性。我们的结果为优化光学成像系统和数据解释提供了宝贵的指导。

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