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Controlling for Artifacts in Widefield Optical Coherence Tomography Angiography Measurements of Non-Perfusion Area

机译:非灌注区的广域光学相干断层扫描血管造影测量中的伪像控制

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摘要

The recent clinical adoption of optical coherence tomography (OCT) angiography (OCTA) has enabled non-invasive, volumetric visualization of ocular vasculature at micron-scale resolutions. Initially limited to 3 mm × 3 mm and 6 mm × 6 mm fields-of-view (FOV), commercial OCTA systems now offer 12 mm × 12 mm, or larger, imaging fields. While larger FOVs promise a more complete visualization of retinal disease, they also introduce new challenges to the accurate and reliable interpretation of OCTA data. In particular, because of vignetting, wide-field imaging increases occurrence of low-OCT-signal artifacts, which leads to thresholding and/or segmentation artifacts, complicating OCTA analysis. This study presents theoretical and case-based descriptions of the causes and effects of low-OCT-signal artifacts. Through these descriptions, we demonstrate that OCTA data interpretation can be ambiguous if performed without consulting corresponding OCT data. Furthermore, using wide-field non-perfusion analysis in diabetic retinopathy as a model widefield OCTA usage-case, we show how qualitative and quantitative analysis can be confounded by low-OCT-signal artifacts. Based on these results, we suggest methods and best-practices for preventing and managing low-OCT-signal artifacts, thereby reducing errors in OCTA quantitative analysis of non-perfusion and improving reproducibility. These methods promise to be especially important for longitudinal studies detecting progression and response to therapy.
机译:光学相干断层扫描(OCT)血管造影术(OCTA)的最新临床采用,使得能够以微米级的分辨率对眼部脉管系统进行无创的容积可视化。最初仅限于3mm×3×6mm和6mm×6mm的视场(FOV),现在的商用OCTA系统提供了12mm×12mm或更大的成像场。尽管较大的FOV有望使视网膜疾病的可视化更加完整,但它们也为OCTA数据的准确可靠解释带来了新的挑战。特别地,由于渐晕,宽视场成像增加了低OCT信号伪影的发生,这导致阈值伪影和/或分割伪影,使OCTA分析变得复杂。这项研究提供了基于理论和基于案例的低OCT信号伪影的成因和结果描述。通过这些描述,我们证明了如果不咨询相应的OCT数据就可以进行OCTA数据解释。此外,在糖尿病性视网膜病变中使用广域非灌注分析作为模型广域OCTA使用案例,我们展示了如何通过低OCT信号伪影混淆定性和定量分析。根据这些结果,我们提出了预防和管理低OCT信号伪影的方法和最佳实践,从而减少了OCTA非灌注定量分析中的错误并提高了可重复性。这些方法对于纵向研究检测进展和对治疗的反应特别重要。

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