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Quantitative measures of corneal transparency, derived from objective analysis of depth-resolved corneal images, demonstrated with full-field optical coherence tomographic microscopy

机译:全场光学相干断层扫描显微镜证明了对深度分辨角膜图像的客观分析得出的角膜透明度的定量测量

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摘要

Loss of corneal transparency, as occurs with various pathologies, infections, immune reactions, trauma, aging, and surgery, is a major cause of visual handicap worldwide. However, current means to assess corneal transparency are extremely limited and clinical and eye-bank practice usually involve a subjective and qualitative observation of opacities, sometimes with comparison against an arbitrary grading scale, by means of slit-lamp biomicroscopy. Here, we describe a novel objective optical data analysis-based method that enables quantifiable and standardized characterization of corneal transparency from depth-resolved corneal images, addressing the demand for such a means in both the laboratory and clinical ophthalmology setting. Our approach is based on a mathematical analysis of the acquired optical data with respect to the light attenuation from scattering processes in the corneal stroma. Applicable to any depth-resolved corneal imaging modality, it has been validated by means of full-field optical coherence tomographic microscopy (FF-OCT or FF-OCM). Specifically, our results on ex-vivo corneal specimens illustrate that 1) in homogeneous tissues, characterized by an exponential light attenuation with stromal depth (z), the computation of the scattering mean-free path (ls) from the rate of exponential decay allows quantification of the degree of transparency; 2) in heterogeneous tissues, identified by significant deviations from the normal exponential z -profile, a measure of exponential-decay model inadequacy (e.g., by computation of the Birge ratio) allows the estimation of severity of stromal heterogeneity, and the associated depth-dependent variations around the average ls enables precise localization of the pathology.
机译:各种病理,感染,免疫反应,创伤,衰老和手术中发生的角膜透明性丧失是全世界视力障碍的主要原因。然而,目前评估角膜透明性的方法极为有限,临床和眼库实践通常涉及对主动脉混浊的主观和定性观察,有时通过裂隙灯生物显微镜与任意等级进行比较。在这里,我们描述了一种新颖的基于光学数据分析的客观方法,该方法能够根据深度分辨角膜图像对角膜透明度进行量化和标准化表征,从而满足了实验室和临床眼科环境中对这种方法的需求。我们的方法是基于对获取的光学数据的数学分析,该数据相对于角膜基质中散射过程产生的光衰减。适用于任何深度分辨角膜成像方法,已经通过全场光学相干断层扫描显微镜(FF-OCT或FF-OCM)进行了验证。具体而言,我们在离体角膜标本上的结果表明:1)在均质组织中,其特征在于具有基质深度(z)的指数光衰减,根据指数衰减率计算散射平均自由程(ls)可以量化透明度; 2)在异质组织中,通过与正常指数z轮廓有显着偏差来识别,通过指数衰减模型不足的度量(例如,通过计算比尔奇比),可以估算基质异质性的严重程度以及相关的深度围绕平均ls的相关变化可实现病理的精确定位。

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