Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy ; and.
IRCCS-Fondazione Bietti, Rome, Italy .
Retina. 2021 Sep 1;41(9):1799-1808. doi: 10.1097/IAE.0000000000003145.
To assess the impact of histogram adjustments and binarization thresholding selection on quantitative measurements of diabetic macular ischemia using optical coherence tomography angiography (OCTA).
Patients with diabetic retinopathy (DR) who had swept-source OCTA imaging obtained were enrolled. An additional group of 15 healthy control subjects was included for comparison. Previously used brightness/contrast changes and binarization thresholds were applied to original OCTA images to obtain and compare different binarized images. Qualitative and quantitative comparisons were performed.
Thirty patients with DR (30 eyes) were included in the analysis. Fifteen eyes displayed the presence of diabetic macular edema. Qualitative grading revealed that binarized images obtained using a global threshold had better quality compared with local or multistep thresholds. The "median" filter was most frequently graded as the histogram adjustment resulting in binarized images with best quality. In the quantitative analysis, local thresholds tended to generate higher values of measured metrics. Differences in OCTA metrics between global and local thresholds were associated with presence of diabetic macular edema and signal strength index value. In the comparison between healthy and DR eyes, differences in OCTA metrics were significantly affected by binarization threshold selection.
Quantitative OCTA parameters may be significantly influenced by strategies to quantify macular perfusion. Image quality and presence of macular edema can significantly impact OCTA-derived quantitative vascular measurements and differences between global and local binarization thresholds. These findings highlight the importance of consistent strategies to reliably generate quantitative OCTA metrics in patients with DR.
评估使用光相干断层扫描血管造影术(OCTA)对糖尿病性黄斑缺血进行直方图调整和二值化阈值选择对定量测量的影响。
纳入接受扫频源 OCTA 成像的糖尿病视网膜病变(DR)患者。纳入了另外 15 名健康对照者进行比较。对原始 OCTA 图像应用先前使用的亮度/对比度变化和二值化阈值,以获得并比较不同的二值化图像。进行定性和定量比较。
共纳入 30 例(30 只眼)DR 患者进行分析。15 只眼存在糖尿病性黄斑水肿。定性分级显示,与局部或多步阈值相比,全局阈值获得的二值化图像质量更好。“中位数”滤波器最常被评为生成质量最佳的二值化图像的直方图调整。在定量分析中,局部阈值往往会产生更高的测量指标值。全局和局部阈值之间的 OCTA 指标差异与糖尿病性黄斑水肿和信号强度指数值相关。在健康眼和 DR 眼之间的比较中,二值化阈值选择显著影响 OCTA 指标的差异。
定量 OCTA 参数可能会受到量化黄斑灌注的策略显著影响。图像质量和黄斑水肿的存在会显著影响 OCTA 衍生的定量血管测量值,以及全局和局部二值化阈值之间的差异。这些发现强调了在 DR 患者中使用一致的策略来可靠地生成定量 OCTA 指标的重要性。