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角膜密度测量伪像如何影响正常角膜和圆锥角膜成像的研究

Investigation of How Corneal Densitometry Artefacts Affect the Imaging of Normal and Keratoconic Corneas.

作者信息

Alanazi Rami, Esporcatte Louise Pellegrino Gomes, White Lynn, Salomão Marcella Q, Lopes Bernardo T, Ambrósio Renato, Abass Ahmed

机构信息

Department of Materials, Design and Manufacturing Engineering, School of Engineering, University of Liverpool, Liverpool L69 3GH, UK.

Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro 20520-050, Brazil.

出版信息

Bioengineering (Basel). 2024 Feb 1;11(2):148. doi: 10.3390/bioengineering11020148.

Abstract

PURPOSE

To investigate corneal densitometry artefacts found in Pentacam Scheimpflug scans and their potential effect on assessing keratoconic (KC) corneas compared to normal (N) corneas.

METHODS

The current study utilises Pentacam data of 458 N eyes, aged 35.6 ± 15.8 (range 10-87), referred to as the "N group", and 314 KC eyes, aged 31.6 ± 10.8 (range 10-72), referred to as the "KC group", where densitometry data were extracted and analysed via a custom-built MATLAB code. Radial summations of the densitometry were calculated at diameters ranging from 0.5 mm to 5.0 mm. The minimum normalised radial summation of densitometry (NRSD) value and angle were determined at each diameter and then linked. KC cone locations and areas of pathology were determined, and a comparison between N and KC groups was carried out both within the averaged area of pathology and over the corneal surface.

RESULTS

Joining minimum NRSD trajectory points marked a clear distortion line pointing to the nasal-superior direction at 65° from the nasal meridian. The findings were found to be independent of eye laterality or ocular condition. Consistency was detected in the right and left eyes among both the N and KC groups. The location of the KC cone centre and the area of pathology were determined, and the densitometry output was compared both within the area of pathology and over the whole cornea. When the average densitometry was compared between N and KC eyes within the KC area of pathology, the N group recorded a 16.37 ± 3.15 normalised grey-scale unit (NGSU), and the KC group recorded 17.74 ± 3.4 NGSU ( = 0.0001). However, when the whole cornea was considered, the N group recorded 16.71 ± 5.5 NGSU, and the KC group recorded 15.72 ± 3.98 NGSU ( = 0.0467). A weak correlation was found between the Bad D index and NGSU when the whole measured cornea was considered (R = -0.01); however, a better correlation was recorded within the KC area of pathology (R = 0.21).

CONCLUSIONS

Nasal-superior artefacts are observed in the densitometry Pentacam maps, and analysis shows no significant differences in their appearance between N or KC corneas. When analysing KC corneas, it was found that the cone positions are mostly on the temporal-inferior side of the cornea, opposite to the densitometry artefact NRSD trajectory. The analysis suggests that the corneal densitometry artefacts do not interfere with the KC area of pathology as it reaches its extreme in the opposite direction; therefore, weighting the densitometry map to increase the contribution of the inferior-temporal cornea and decreasing that of the superior-nasal area would improve the classification or identification of KC if densitometry is to be used as a KC metric.

摘要

目的

研究在Pentacam Scheimpflug扫描中发现的角膜密度测量伪像,以及与正常(N)角膜相比,它们对圆锥角膜(KC)角膜评估的潜在影响。

方法

本研究利用了458只N眼的Pentacam数据,年龄为35.6±15.8岁(范围10 - 87岁),称为“N组”,以及314只KC眼的数据,年龄为31.6±10.8岁(范围10 - 72岁),称为“KC组”,通过自定义的MATLAB代码提取并分析密度测量数据。在直径范围从0.5毫米到5.0毫米内计算密度测量的径向总和。在每个直径处确定密度测量的最小归一化径向总和(NRSD)值和角度,然后将它们关联起来。确定KC圆锥位置和病理区域,并在病理平均区域内和整个角膜表面上对N组和KC组进行比较。

结果

连接最小NRSD轨迹点标记出一条清晰的扭曲线,指向距鼻子午线65°的鼻上方向。这些发现与眼别或眼部状况无关。在N组和KC组的右眼和左眼之间检测到一致性。确定了KC圆锥中心的位置和病理区域,并在病理区域内和整个角膜上比较了密度测量输出。当在KC病理区域内比较N眼和KC眼的平均密度测量时,N组记录为16.37±3.15归一化灰度单位(NGSU),KC组记录为17.74±3.4 NGSU(P = 0.0001)。然而,当考虑整个角膜时,N组记录为16.71±5.5 NGSU,KC组记录为15.72±3.98 NGSU(P = 0.0467)。当考虑整个测量角膜时,Bad D指数与NGSU之间发现弱相关性(R = -0.01);然而,在KC病理区域内记录到更好的相关性(R = 0.21)。

结论

在密度测量Pentacam图中观察到鼻上伪像,分析表明它们在N角膜或KC角膜之间的外观没有显著差异。在分析KC角膜时,发现圆锥位置大多在角膜的颞下侧,与密度测量伪像NRSD轨迹相反。分析表明,角膜密度测量伪像不会干扰KC病理区域,因为它在相反方向达到极值;因此,如果将密度测量用作KC指标,对密度测量图进行加权以增加颞下角膜的贡献并减少鼻上区域的贡献将改善KC的分类或识别。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6dd5/10886353/36a297af63fe/bioengineering-11-00148-g001.jpg

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