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Accurate Monte Carlo simulation of frequency-domain optical coherence tomography

机译:准确的蒙特卡罗模拟频率域光学相干断层扫描

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Optical coherence tomography (OCT) relies on optical interferometry to provide noninvasive imaging of living tissues. In addition to its 3D imaging capacity for medical diagnosis, its potential use for recovering optical parameters of biological tissues for biological and pathological analyses has also been explored by researchers, as pathological changes in tissue alter the microstructure of the tissue and therefore its optical properties. We aim to develop a new approach to OCT data analysis by estimating optical properties of tissues from OCT scans, which are invisible in the scans. This is an inverse problem. Solving an inverse problem involves a forward modeling step to simulate OCT scans of the tissues with hypothesized optical parameter values and an inverse step to estimate the real optical par1meters values by matching the simulated scans to real scans. In this paper, we present a Monte Carlo (MC)-based approach for simulating the frequency-domain OCT. We incorporated a focusing Gaussian light beam rather than an infinitesimally thin light beam for accurate simulations. A new and more accurate photon detection scheme is also implemented. We compare our MC model to an analytical OCT model based on the extended Huygens-Fresnel principle (EHF) to demonstrate the consistency between the two models. We show that the two models are in good agreement for tissues with high scattering and high anisotropy factors.
机译:光学相干断层扫描(OCT)依赖于光学干涉测量,提供活组织的非侵入性成像。除了用于医学诊断的3D成像能力外,还通过研究人员探讨了其用于回收生物组织的生物组织光学参数的潜在用途,因为组织的病理变化改变了组织的微观结构,从而改变了其光学性质。我们的目标是通过估计来自OCT扫描的组织的光学性质,开发新的OCT数据分析方法,这在扫描中是看不见的。这是一个逆问题。解决逆问题涉及前向建模步骤以通过假设的光学参数值模拟组织的OCT扫描,并通过将模拟扫描与真实扫描匹配来估计真实光PAR1meters值的逆步骤。在本文中,我们介绍了一种用于模拟频率域OCT的基于蒙特卡罗(MC)的方法。我们纳入了聚焦高斯光束而不是无限薄的光束,用于精确模拟。还实施了一种新的和更准确的光子检测方案。我们将MC模型与基于扩展的Huygens-Fresnel原理(EHF)进行分析OCT模型,以展示两种型号之间的一致性。我们表明这两种模型对具有高散射和高各向异性因素的组织非常一致。

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