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首页> 外文期刊>Investigative ophthalmology & visual science >Fast fourier transform-based analysis of second-harmonic generation image in keratoconic cornea
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Fast fourier transform-based analysis of second-harmonic generation image in keratoconic cornea

机译:基于快速傅立叶变换的圆锥角膜二次谐波生成图像分析

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摘要

PURPOSE. To qualify and quantify structural alterations in keratoconic corneas ex vivo by the use of second-harmonic generation (SHG) microscopy and two-dimensional fast Fourier transform (2D-FFT) analysis. METHODS. Two keratoconic and three normal human corneal specimens were imaged with a multiphoton microscope. Forward and backward second-harmonic generation images (FSHG and BSHG) of corneal stroma were obtained at high resolution and at different depths. The SHG images were further analyzed with a 2D-FFT algorithm to quantify the texture and orientation changes of collagen fibers. RESULTS. The results showed that the abnormality of collagen architecture was found through the whole layer of stroma. 2DFFT analysis of SHG cornea images provided fiber orientation direction and an aspect ratio (AR) as a quantitative measure of fiber direction determination. It was found that for keratoconic cornea the average AR values are statistically greater than those of the normal cornea: 1.66 ± 0.42 (Case I keratoconic cornea), 1.72 ± 0.44 (Case II keratoconic cornea), and 1.34 ± 0.16 (average of three normal human corneas). Furthermore, the fiber directions determined by 2D-FFT analysis of BSHG and FSHG images were strongly correlated for large AR values (AR > 2). CONCLUSIONS. The high correlation between FSHG and BSHG fiber direction for large AR values shows that BSHG imaging can provide qualitative and quantitative information of the extent of structural changes in a keratoconic cornea. The ability to use BSHG for diagnosing and monitoring stroma abnormalities, even when cornea transparency is retained, demonstrates the clinical potential of this method.
机译:目的。通过使用二次谐波生成(SHG)显微镜和二维快速傅里叶变换(2D-FFT)分析,对角膜圆锥角膜离体的结构改变进行鉴定和量化。方法。用多光子显微镜对两个圆锥角膜和三个正常人角膜标本成像。以高分辨率和不同深度获得角膜基质的向前和向后第二谐波生成图像(FSHG和BSHG)。用2D-FFT算法进一步分析了SHG图像,以量化胶原纤维的质地和方向变化。结果。结果表明,在整个基质层中发现了胶原结构的异常。 SHG角膜图像的2DFFT分析提供了纤维取向方向和纵横比(AR),作为纤维方向确定的定量度量。结果发现,圆锥角膜的平均AR值在统计学上大于正常角膜的AR值:1.66±0.42(第一种情况下的圆锥角膜),1.72±0.44(第二种情况下的圆锥形角膜)和1.34±0.16(三个正常值的平均值)人角膜)。此外,对于较大的AR值(AR> 2),通过BSHG和FSHG图像的2D-FFT分析确定的纤维方向具有很强的相关性。结论。对于较大的AR值,FSHG和BSHG纤维方向之间的高度相关性表明BSHG成像可以提供圆锥角膜结构变化程度的定性和定量信息。即使保留了角膜透明性,使用BSHG诊断和监测基质异常的能力也证明了这种方法的临床潜力。

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