Optimising subjective grading of corneal staining in Sjögren's syndrome dry eye disease

分级(工程) 重复性 眼科 医学 染色 数字图像分析 卡帕 数学 病理 统计 计算机科学 生物 几何学 计算机视觉 生态学
作者
James S. Wolffsohn,Alberto Recchioni,Olivia Hunt,Sònia Travé‐Huarte,Giuseppe Giannaccare,Marco Pellegrini,Marc Labétoulle
出处
期刊:Ocular Surface [Elsevier BV]
卷期号:32: 166-172 被引量:2
标识
DOI:10.1016/j.jtos.2024.03.005
摘要

To assess whether smaller increment and regionalised subjective grading improves the repeatability of corneal fluorescein staining, and to determine the neurological approach adopted for subjective grading by practitioners. Experienced eye-care practitioners (n = 28, aged 45 ± 12 years), graded 20 full corneal staining images of patients with mild to severe Sjögren's syndrome with the Oxford grading scheme (both in 0.5 and 1.0 increments, globally and in 5 regions), expanded National Eye Institute (NEI) and SICCA Ocular Staining Score (OSS) grading scales in randomised order. This was repeated after 7–10 days. The digital images were also analysed using ImageJ for comparison. The Oxford grading scheme was similar with whole and half unit grading (2.77vs2.81,p = 0.145), but the variability was reduced (0.14vs0.12,p < 0.001). Regional grade was lower (p < 0.001) and more variable (p < 0.001) than global image grading (1.86 ± 0.44 for whole increment grading and 1.90 ± 0.39 for half unit increments). The correlation with global grading was high for both whole (r = 0.928,p < 0.001) and half increment (r = 0.934,p < 0.001) grading. Average grading across participants was associated with particle number and vertical position, with 74.4–80.4% of the linear variance accounted for by the digital image analysis. Using half unit increments with the Oxford grading scheme improve its sensitivity and repeatability in recording corneal staining. Regional grading doesn't give a comparable score and increased variability. The key neurally extracted features in assigning a subjective staining grade by clinicians were the number of discrete staining locations (particles) and how close to the vertical centre was their spread, across all three scales.
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