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Characterization of human oral tissues based on quantitative analysis of optical coherence tomography images

机译:基于光学相干断层扫描图像定量分析的人类口腔组织特征

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In this paper, five types of tissues, human enamel, human cortical bone, human trabecular bone, muscular tissue, and fatty tissue were imaged ex vivo using optical coherence tomography (OCT). The specimens were prepared in blocks of 5 × 5 × 3 mm (width × length × height). The OCT imaging system was a swept source OCT system operating at wavelengths ranging between 1250 nm and 1360 nm with an average power of 18 mW and a scan rate of 50 to 100 kHz. The imaging probe was placed on top of a 2 × 2 cm stabilizing device to maintain a standard distance from the samples. Ten image samples from each type of tissue were obtained. To acquire images with minimum inhomogeneity, imaging was performed multiple times at different points. Based on the observed texture differences between OCT images of soft and hard tissues, spatial and spectral features were quantitatively extracted from the OCT images. The Radon transform from angles of 0 deg to 90 deg was computed, averaged over all the angles, normalized to peak at unity, and then fitted with Gaussian function. The mean absolute values of the spatial frequency components of the OCT image were considered as a feature, where 2-D fast Fourier transform (FFT) was done to OCT images. These OCT features can reliably differentiate between a range of hard and soft tissues, and could be extremely valuable in assisting dentists for in vivo evaluation of oral tissues and early detection of pathologic changes in tissues.
机译:在本文中,使用光学相干断层扫描(OCT)对离体成像的五种类型的组织,即人牙釉质,人皮质骨,人小梁骨,肌肉组织和脂肪组织进行了成像。标本以5×5×3 mm(宽×长×高)的块状制备。 OCT成像系统是扫频OCT系统,其工作波长在1250 nm至1360 nm之间,平均功率为18 mW,扫描速率为50至100 kHz。将成像探头放在2×2 cm稳定装置的顶部,以保持与样品的标准距离。从每种类型的组织获得十个图像样本。为了获得具有最小不均匀性的图像,在不同点进行了多次成像。基于观察到的软组织和硬组织的OCT图像之间的纹理差异,从OCT图像中定量提取空间和光谱特征。计算从0度到90度角的Radon变换,在所有角度上取平均值,统一归一化为峰值,然后拟合高斯函数。将OCT图像的空间频率分量的平均绝对值视为特征,其中对OCT图像执行了2-D快速傅立叶变换(FFT)。这些OCT功能可以可靠地区分各种硬组织和软组织,并且在协助牙医进行口腔组织的体内评估和组织的病理变化的早期检测方面可能非常有价值。

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