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三维 OCT 血管造影下视网膜血管丛的轴向拉伸。

Axial Stretching of Vessels in the Retinal Vascular Plexus With 3D OCT-Angiography.

机构信息

Faculty of Mathematics and Computer Science, University of Münster, Münster, Germany.

Department of Ophthalmology, St. Franziskus-Hospital, Münster, Germany.

出版信息

Transl Vis Sci Technol. 2022 Feb 1;11(2):21. doi: 10.1167/tvst.11.2.21.

DOI:10.1167/tvst.11.2.21
PMID:35147662
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8844947/
Abstract

PURPOSE

The purpose of this study is to describe and quantify the nonpathological axial stretching in the retinal vascular plexus in three-dimensional (3D) optical coherence tomography angiography (OCTA) images.

METHODS

The 3D vascular network underneath the inner limiting membrane of OCTA volumes was labeled as ground truth (GT) data. To analyze the cross-section area of the vessels the width and depth of the vessels in the GT data were computed and an elliptical quotient was proposed to quantify the axial stretching.

RESULTS

A total of 21 3D OCTA volumes were labeled. It was found that the vessels in 3D OCTA images are stretched in the direction of the A-Scan by a factor of 2.46 ± 1.82 with a median of 2.24. Furthermore, a larger cross-section area leads to higher axial stretching.

CONCLUSIONS

The elliptical shape of the cross-section area of the vessel does not match with the expected pathology of the vascular network in the human eye. Therefore a correction of the volume data before a 3D analysis is recommended.

TRANSLATIONAL RELEVANCE

This work gives a systematic insight to the stretched shape of vessels in 3D OCTA images and is relevant for further clinical research analyzing the 3D vascular network.

摘要

目的

本研究旨在描述和量化三维(3D)光相干断层扫描血管造影(OCTA)图像中视网膜血管丛的非病理性轴向拉伸。

方法

将 OCTA 容积内的内界膜下的 3D 血管网络标记为真实数据(GT)。为了分析血管的横截面积,计算了 GT 数据中血管的宽度和深度,并提出了椭圆商来量化轴向拉伸。

结果

共标记了 21 个 3D OCTA 容积。结果发现,3D OCTA 图像中的血管在 A 扫描方向上被拉伸了 2.46±1.82 倍,中位数为 2.24。此外,较大的横截面积会导致更高的轴向拉伸。

结论

血管横截面积的椭圆形状与人类眼睛中血管网络的预期病理不符。因此,建议在进行 3D 分析之前对体积数据进行校正。

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本文引用的文献

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ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.ROSE:一个视网膜 OCT-A 血管分割数据集和新模型。
IEEE Trans Med Imaging. 2021 Mar;40(3):928-939. doi: 10.1109/TMI.2020.3042802. Epub 2021 Mar 2.
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Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.图像投影网络:OCTA 图像中的 3D 到 2D 图像分割。
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Novel biomarker of sphericity and cylindricity indices in volume-rendering optical coherence tomography angiography in normal and diabetic eyes: a preliminary study.体积渲染光相干断层扫描血管造影术在正常和糖尿病眼中的球形度和圆柱度指数的新型生物标志物:初步研究。
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Optical coherence tomography angiography of types 1 and 2 choroidal neovascularization in age-related macular degeneration during anti-VEGF therapy: evaluation of a new quantitative method.抗血管内皮生长因子治疗中年龄相关性黄斑变性 1 型和 2 型脉络膜新生血管的光相干断层扫描血管造影:一种新的定量方法的评估。
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[Changes in OCT Angiography of Type 2 CNV in Neovascular AMD during Anti-VEGF Treatment].[抗VEGF治疗期间新生血管性AMD中2型CNV的光学相干断层扫描血管造影变化]
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Fractal Dimensional Analysis of Optical Coherence Tomography Angiography in Eyes With Diabetic Retinopathy.糖尿病视网膜病变患者眼部光学相干断层扫描血管造影的分形维分析
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