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Variation in Cross-Correlation as a discriminator for microvessel imaging using clinical intravascular Optical Coherence Tomography systems

机译:使用临床血管内光学相干断层扫描系统对微血管成像进行鉴别的互相关变化

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Cross-correlation of Intravascular Optical Coherence Tomography (Ⅳ-OCT) images is affected by image distortion due to the non-uniform rotational velocity of the imaging catheter. It results in non-representative cross-correlation maps such that for a static scan, the coefficients fluctuate from high to low correlation values. The variation in cross-correlation at flow locations is muted, in comparison to stationary regions. In the present study, the variation of correlation values and its standard deviation (SD) is used to suppress the distortion related noise effects and to extract flow maps from static scan images. The standard deviation of the cross-correlation variation can distinguish flow locations from the surrounding tissue region. The advantage of this technique is its ability to identify slow flow, even Brownian flow, in the presence of motion artifacts. The SD mask used for generating flow maps, is optimized using tissue mimicking phantoms. Finally, the ability of this technique to suppress noise and capture flow maps is demonstrated by imaging microflow through excised porcine coronary artery wall and mucosa membrane imaging.
机译:血管内光学相干断层扫描(Ⅳ-OCT)图像的互相关性受成像导管旋转速度不均匀引起的图像失真的影响。结果是非代表性的互相关图,因此对于静态扫描,系数从高相关值到低相关值波动。与固定区域相比,在流动位置的互相关变化被消除了。在本研究中,相关值的变化及其标准偏差(SD)用于抑制与失真相关的噪声影响,并从静态扫描图像中提取流图。互相关变化的标准偏差可以区分流动位置与周围组织区域。该技术的优点是能够在运动伪影存在的情况下识别缓慢流动,甚至布朗流动。使用模拟体模的组织优化了用于生成流图的SD蒙版。最后,通过切除的猪冠状动脉壁和黏膜膜成像对微流进行成像,证明了该技术抑制噪声和捕获流图的能力。

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