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基于 OCT 和 CT 的上呼吸道模型的连续、精细采样的 3D 重建的几何验证。

Geometric Validation of Continuous, Finely Sampled 3-D Reconstructions From aOCT and CT in Upper Airway Models.

出版信息

IEEE Trans Med Imaging. 2019 Apr;38(4):1005-1015. doi: 10.1109/TMI.2018.2876625. Epub 2018 Oct 17.

Abstract

Identification and treatment of obstructive airway disorders (OADs) are greatly aided by imaging of the geometry of the airway lumen. Anatomical optical coherence tomography (aOCT) is a promising high-speed and minimally invasive endoscopic imaging modality for providing micrometer-resolution scans of the upper airway. Resistance to airflow in OADs is directly caused by the reduction in luminal cross-sectional area (CSA). It is hypothesized that aOCT can produce airway CSA measurements as accurate as that from computed tomography (CT). Scans of machine hollowed cylindrical tubes were used to develop methods for segmentation and measurement of airway lumen in CT and aOCT. Simulated scans of virtual cones were used to validate 3-D resampling and reconstruction methods in aOCT. Then, measurements of two segments of a 3-D printed pediatric airway phantom from aOCT and CT independently were compared to ground truth CSA. In continuous unobstructed regions, the mean CSA difference for each phantom segment was 2.2 ± 3.5 and 1.5 ± 5.3 mm for aOCT, and -3.4 ± 4.3 and -1.9 ± 1.2 mm for CT. Because of the similar magnitude of these differences, these results support the hypotheses and underscore the potential for aOCT as a viable alternative to CT in airway imaging, while offering greater potential to capture respiratory dynamics.

摘要

气道腔几何结构的成像极大地有助于阻塞性气道疾病 (OAD) 的识别和治疗。解剖光学相干断层扫描 (aOCT) 是一种有前途的高速、微创内窥镜成像方式,可对气道进行微米分辨率的扫描。OAD 中的气流阻力是直接由管腔横截面积 (CSA) 的减少引起的。假设 aOCT 可以产生与计算机断层扫描 (CT) 一样准确的气道 CSA 测量值。使用机器空心圆柱管的扫描来开发用于 CT 和 aOCT 中气道管腔分割和测量的方法。使用虚拟圆锥体的模拟扫描来验证 aOCT 中的 3-D 重采样和重建方法。然后,将来自 aOCT 和 CT 的 3-D 打印儿科气道模型的两个部分的测量值与 CSA 进行比较。在连续无阻塞区域,每个模型段的平均 CSA 差异分别为 aOCT 的 2.2 ± 3.5 和 -3.4 ± 4.3 毫米,CT 的 1.5 ± 5.3 和 -1.9 ± 1.2 毫米。由于这些差异的大小相似,这些结果支持假设,并强调了 aOCT 作为气道成像中 CT 的可行替代方案的潜力,同时提供了更大的潜力来捕获呼吸动力学。

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