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基于条带的序列采集光学相干断层扫描血管造影配准。

Strip-based registration of serially acquired optical coherence tomography angiography.

机构信息

Simon Fraser University, School of Engineering Science, Faculty of Applied Sciences, Burnaby, British Columbia, Canada.

University of British Columbia, Department of Ophthalmology and Visual Sciences, Vancouver, British Columbia, Canada.

出版信息

J Biomed Opt. 2017 Mar 1;22(3):36007. doi: 10.1117/1.JBO.22.3.036007.

Abstract

The visibility of retinal microvasculature in optical coherence tomography angiography (OCT-A) images is negatively affected by the small dimension of the capillaries, pulsatile blood flow, and motion artifacts. Serial acquisition and time-averaging of multiple OCT-A images can enhance the definition of the capillaries and result in repeatable and consistent visualization. We demonstrate an automated method for registration and averaging of serially acquired OCT-A images. Ten OCT-A volumes from six normal control subjects were acquired using our prototype 1060-nm swept source OCT system. The volumes were divided into microsaccade-free en face angiogram strips, which were affine registered using scale-invariant feature transform keypoints, followed by nonrigid registration by pixel-wise local neighborhood matching. The resulting averaged images were presented of all the retinal layers combined, as well as in the superficial and deep plexus layers separately. The contrast-to-noise ratio and signal-to-noise ratio of the angiograms with all retinal layers (reported as average ± standard deviation ) increased from 0.52 ± 0.22 and 19.58 ± 4.04 ?? dB for a single image to 0.77 ± 0.25 and 25.05 ± 4.73 ?? dB , respectively, for the serially acquired images after registration and averaging. The improved visualization of the capillaries can enable robust quantification and study of minute changes in retinal microvasculature.

摘要

光学相干断层扫描血管造影(OCT-A)图像中视网膜微血管的可视性受到毛细血管的小尺寸、脉动血流和运动伪影的负面影响。对多个 OCT-A 图像进行序列采集和时间平均可以增强毛细血管的清晰度,并实现可重复且一致的可视化。我们展示了一种用于注册和平均连续采集的 OCT-A 图像的自动化方法。使用我们的原型 1060nm 扫频源 OCT 系统从 6 名正常对照受试者中获取了 10 个 OCT-A 容积。这些体积被分为无微扫视的平面血管造影带,使用尺度不变特征变换关键点进行仿射配准,然后通过像素级局部邻域匹配进行非刚性配准。结果显示了所有视网膜层的平均图像,以及浅层和深层丛层的单独平均图像。所有视网膜层的血管造影的对比度噪声比和信噪比(报告为平均值±标准差)从单个图像的 0.52±0.22 和 19.58±4.04 dB 分别增加到注册和平均后的连续采集图像的 0.77±0.25 和 25.05±4.73 dB。毛细血管的可视化得到改善,可以实现对视网膜微血管微小变化的稳健量化和研究。

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