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光谱域和扫频源光学相干断层扫描的脉络膜厚度图:算法标注与真实标注对比

Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation.

作者信息

Philip Ana-Maria, Gerendas Bianca S, Zhang Li, Faatz Henrik, Podkowinski Dominika, Bogunovic Hrvoje, Abramoff Michael D, Hagmann Michael, Leitner Roland, Simader Christian, Sonka Milan, Waldstein Sebastian M, Schmidt-Erfurth Ursula

机构信息

Christian Doppler Laboratory for Ophthalmic Image Analysis, Department of ophthalmology, Medical University of Vienna, Vienna, Austria.

Iowa Institute for Biomedical Imaging, L300 Pappajohn Biomedical Discovery Building, Iowa City, Iowa, USA.

出版信息

Br J Ophthalmol. 2016 Oct;100(10):1372-6. doi: 10.1136/bjophthalmol-2015-307985. Epub 2016 Jan 14.

DOI:10.1136/bjophthalmol-2015-307985
PMID:26769670
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5774332/
Abstract

BACKGROUND/AIMS: The purpose of the study was to create a standardised protocol for choroidal thickness measurements and to determine whether choroidal thickness measurements made on images obtained by spectral domain optical coherence tomography (SD-OCT) and swept source (SS-) OCT from patients with healthy retina are interchangeable when performed manually or with an automatic algorithm.

METHODS

36 grid cell measurements for choroidal thickness for each volumetric scan were obtained, which were measured for SD-OCT and SS-OCT with two methods on 18 eyes of healthy volunteers. Manual segmentation by experienced retinal graders from the Vienna Reading Center and automated segmentation on >6300 images of the choroid from both devices were statistically compared.

RESULTS

Model-based comparison between SD-OCT/SS-OCT showed a systematic difference in choroidal thickness of 16.26±0.725 μm (p<0.001) for manual segmentation and 21.55±0.725 μm (p<0.001) for automated segmentation. Comparison of automated with manual segmentations revealed small differences in thickness of -0.68±0.513 μm (p=0.1833). The correlation coefficients for SD-OCT and SS-OCT measures within eyes were 0.975 for manual segmentation and 0.955 for automatic segmentation.

CONCLUSION

Choroidal thickness measurements of SD-OCT and SS-OCT indicate that these two devices are interchangeable with a trend of choroidal thickness measurements being slightly thicker on SD-OCT with limited clinical relevance. Use of an automated algorithm to segment choroidal thickness was validated in healthy volunteers.

摘要

背景/目的:本研究的目的是创建一种标准化的脉络膜厚度测量方案,并确定在手动或使用自动算法时,从健康视网膜患者获得的光谱域光学相干断层扫描(SD-OCT)和扫频源(SS-)OCT图像上进行的脉络膜厚度测量是否可互换。

方法

对每个容积扫描进行36个网格单元的脉络膜厚度测量,在18名健康志愿者的眼睛上用两种方法对SD-OCT和SS-OCT进行测量。对维也纳阅读中心经验丰富的视网膜分级人员进行的手动分割和两种设备对>6300张脉络膜图像进行的自动分割进行统计学比较。

结果

SD-OCT/SS-OCT之间基于模型的比较显示,手动分割时脉络膜厚度的系统差异为16.26±0.725 μm(p<0.001),自动分割时为21.55±0.725 μm(p<0.001)。自动分割与手动分割的比较显示厚度差异较小,为-0.68±0.513 μm(p=0.1833)。眼内SD-OCT和SS-OCT测量的相关系数,手动分割时为0.975,自动分割时为0.955。

结论

SD-OCT和SS-OCT的脉络膜厚度测量表明,这两种设备是可互换的,SD-OCT上脉络膜厚度测量有稍厚的趋势,但临床相关性有限。在健康志愿者中验证了使用自动算法分割脉络膜厚度。

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本文引用的文献

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2
Quantitative optical coherence tomography angiography of vascular abnormalities in the living human eye.活体人眼血管异常的定量光学相干断层扫描血管造影术。
Proc Natl Acad Sci U S A. 2015 May 5;112(18):E2395-402. doi: 10.1073/pnas.1500185112. Epub 2015 Apr 20.
3
Comparison of choroidal thicknesses using swept source and spectral domain optical coherence tomography in diseased and normal eyes.使用扫频源光学相干断层扫描和光谱域光学相干断层扫描对患病眼和正常眼的脉络膜厚度进行比较。
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4
Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema.基于标准光谱域光学相干断层扫描的三维自动脉络膜体积评估及其与糖尿病性黄斑水肿程度的相关性
Am J Ophthalmol. 2014 Nov;158(5):1039-48. doi: 10.1016/j.ajo.2014.08.001. Epub 2014 Aug 12.
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Am J Ophthalmol. 2014 May;157(5):1022-32. doi: 10.1016/j.ajo.2014.02.008. Epub 2014 Feb 14.
6
Structural and biochemical analyses of choroidal thickness in human donor eyes.人尸眼球脉络膜厚度的结构和生化分析。
Invest Ophthalmol Vis Sci. 2014 Mar 6;55(3):1352-60. doi: 10.1167/iovs.13-13754.
7
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Br J Ophthalmol. 2014 Mar;98(3):334-8. doi: 10.1136/bjophthalmol-2013-303904. Epub 2013 Nov 28.
8
Comparisons of choroidal thickness of normal eyes obtained by two different spectral-domain OCT instruments and one swept-source OCT instrument.两种不同的谱域 OCT 仪器和一种扫频源 OCT 仪器测量正常眼脉络膜厚度的比较。
Invest Ophthalmol Vis Sci. 2013 Nov 19;54(12):7630-6. doi: 10.1167/iovs.13-13135.
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