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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的定量分析的人口腔组织特征

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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)对五种组织,人牙釉质,人皮质骨,人小梁骨,肌肉组织和脂肪组织成像。在5×5×3mm(宽度×高度×高度)的块中制备样品。 OCT成像系统是在1250nm和1360nm之间的波长的扫描源OCT系统,平均功率为18 mW,扫描速率为50至100kHz。将成像探针置于2×2cm的稳定装置的顶部,以维持与样品的标准距离。获得来自每种组织的10个图像样本。为了获得具有最小不均匀性的图像,在不同点处的多次进行成像。基于OCT和硬组织OCT图像之间观察到的质地差异,从OCT图像定量地提取空间和光谱特征。计算从0°的角度的氡变换,在所有角度上平均,归一化到统一的峰值,然后配有高斯函数。 OCT图像的空间频率分量的平均绝对值被认为是一个特征,其中将2-D快速傅里叶变换(FFT)进行到OCT图像。这些OCT特征可以可靠地区分一系列硬质和软组织,并且在辅助牙医的体内评估口腔组织和早期检测组织中病理变化的早期检测可能是非常有价值的。

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