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Average lens density quantification with swept-source optical coherence tomography: optimized, automated cataract grading technique
Journal of Cataract & Refractive Surgery ( IF 2.8 ) Pub Date : 2019-12-16 , DOI: 10.1016/j.jcrs.2019.07.033
Christophe Panthier , Alice de Wazieres , Helene Rouger , Sarah Moran , Alain Saad , Damien Gatinel

Purpose

To assess a revised version of an objective cataract grading method based on the lens densitometry on swept-source optical coherence tomography (SS-OCT) scans.

Setting

Rothschild Foundation, Paris, France.

Design

Prospective case series.

Methods

All patients seeking a cataract evaluation and consenting to study participation were included. Exclusion criteria were a history of ocular surgery, cornea or retina disorders, and ocular dryness. The average lens densitometry (ALD) was measured on SS-OCT scans (IOLMaster 700) using an algorithm developed with MATLAB software. The ocular scatter index (OSI), measured using a double-pass aberrometer (Optical Quality Analysis System); Pentacam nucleus staging (PNS) score; and mean PNS were also measured and compared with the ALD measurements.

Results

Two hundred eighty-five eyes (195 with cataract; 90 controls) of 155 patients aged 20 to 93 years (mean 56.5 years ± 21 [SD]) were included. The ALD measurements were repeatable (P = .99, analysis of variance). The repeatability limit was 2.50 pixel units. The ALD correlated with the OSI (r2 = 0.41, P < .01) and PNS score (r2 = 0.65, P < .01). An ALD greater than 73.8 pixel units was the cutoff threshold for cataract, with 96.2% sensitivity and 91.3% specificity. Discriminant analysis produced a model combining visual acuity and the mean ALD with an area under the receiver operating characteristic curve of 0.975 (P < .001), where the mean ALD had the highest coefficient.

Conclusions

Using the automated algorithm based on SS-OCT ALD measurements was a repeatable, reliable objective cataract grading method. When the ALD is greater than 73.8 pixel units, it is reasonable to discuss cataract surgery in symptomatic patients.



中文翻译:

扫频光学相干断层扫描技术对平均晶状体密度进行定量:优化的自动白内障分级技术

目的

评估基于镜头密度法在扫描源光学相干断层扫描(SS-OCT)扫描上的客观白内障分级方法的修订版。

设置

法国巴黎罗斯柴尔德基金会。

设计

预期案例系列。

方法

包括所有寻求白内障评估并同意参加研究的患者。排除标准是眼科手术,角膜或视网膜疾病和眼干燥的病史。使用由MATLAB软件开发的算法,在SS-OCT扫描(IOLMaster 700)上测量平均镜片密度(ALD)。使用双通道像差仪(光学质量分析系统)测量的眼散射指数(OSI);Pentacam核分期(PNS)评分;还测量了平均PNS,并将其与ALD测量值进行了比较。

结果

纳入155名年龄在20至93岁(平均56.5岁±21 [SD])的患者中的285只眼(白内障195只; 90名对照组)。ALD测量是可重复的(P  = .99,方差分析)。重复性极限为2.50像素单位。ALD与OSI(r 2  = 0.41,P  <.01)和PNS评分(r 2  = 0.65,P  <.01)相关。大于73.8像素单位的ALD是白内障的临界阈值,灵敏度为96.2%,特异性为91.3%。判别分析产生了一个模型,该模型结合了视敏度和平均ALD,接收器工作特性曲线下的面积为0.975(P <.001),其中平均ALD具有最高系数。

结论

使用基于SS-OCT ALD测量的自动化算法是一种可重复的,可靠的客观白内障分级方法。当ALD大于73.8像素单位时,讨论有症状患者的白内障手术是合理的。

更新日期:2020-04-21
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