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白内障手术后数字图像中后囊膜混浊的量化

Quantification of posterior capsular opacification in digital images after cataract surgery.

作者信息

Barman S A, Hollick E J, Boyce J F, Spalton D J, Uyyanonvara B, Sanguinetti G, Meacock W

机构信息

Medical Imaging Unit, Department of Physics, Kings College. Department of Ophthalmology, St. Thomas' Hospital, London, United Kingdom.

出版信息

Invest Ophthalmol Vis Sci. 2000 Nov;41(12):3882-92.

Abstract

PURPOSE

To describe a software program developed to provide an objective assessment of the amount of posterior capsular opacification (PCO) in high-resolution digital images of the posterior capsule after cataract surgery.

METHODS

Images are analyzed by a set protocol of defining the area of the posterior capsule, removing the Purkinje light reflexes by intensity segmentation, contrast enhancement, filtering to enhance low-density PCO, and variance analysis using a co-occurrence matrix to assess texture. The accuracy of the system was tested for validity and repeatability.

RESULTS

The software developed has been demonstrated to be an objective method of quantifying PCO. In validation tests, the image analysis-derived measure of PCO showed good agreement with clinically derived measures of PCO. Clinicians assessed PCO on a computer screen image and also under slit lamp examination (Pearson correlation coefficient for both methods >0.92). The entire acquisition and analysis system was demonstrated to have a confidence limit for 2 SDs of 9.8% for group data.

CONCLUSIONS

This system is capable of producing an accurate and reproducible measure of PCO that is relevant to assessing techniques of PCO prevention.

摘要

目的

描述一款开发的软件程序,用于对白内障手术后后囊膜的高分辨率数字图像中后囊膜混浊(PCO)的量进行客观评估。

方法

通过一套既定的协议对图像进行分析,包括定义后囊膜区域、通过强度分割去除浦肯野光反射、对比度增强、滤波以增强低密度PCO,以及使用共生矩阵进行方差分析以评估纹理。对该系统的准确性进行了有效性和可重复性测试。

结果

所开发的软件已被证明是一种量化PCO的客观方法。在验证测试中,图像分析得出的PCO测量值与临床得出的PCO测量值显示出良好的一致性。临床医生在电脑屏幕图像上以及在裂隙灯检查下评估PCO(两种方法的皮尔逊相关系数均>0.92)。整个采集和分析系统被证明对于组数据,2个标准差的置信限为9.8%。

结论

该系统能够产生与评估PCO预防技术相关的准确且可重复的PCO测量值。

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