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Retinal vascular fractal dimension measurement and its influence from imaging variation: results of two segmentation methods.

机译:视网膜血管分形维数测量及其对成像变化的影响:两种分割方法的结果。

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摘要

AIM: To assess the influences of imaging variation (different photographic angle) on the measurement of retinal vascular fractal dimension (D(f)), using two segmentation methods. MATERIALS AND METHODS: Nonlinear orthogonal projection segmentation (International Retinal Imaging Software-Fractal, termed IRIS-Fractal) and curvature-based segmentation (Singapore Institute Vessel Assessment-Fractal, termed SIVA-Fractal) methods were used to measure D(f) and were assessed for their reproducibility in detecting retinal vessels of 30 stereoscopic pairs of optic disc color images. Each pair was taken from the same eye with slightly different angles of incidence. Each photograph of the pairs had subtle variations in brightness between areas temporal and nasal to the optic disc. RESULTS: Intragrader reproducibility of D(f) measurement was similar (intraclass correlation 0.81 and 0.96, respectively) for IRIS-Fractal and SIVA-Fractal. Within-image pair Pearson's correlation coefficients (r) of D(f) measurements were moderate for both methods (0.57 and 0.48, respectively). CONCLUSIONS: Both nonlinear orthogonal projection and curvature-based retinal vessel segmentation methods were found to be sensitive to variations in image brightness, resulting from iris shadowing associated with different angle of photographic incidence.
机译:目的:使用两种分割方法,评估成像变化(不同的拍摄角度)对测量视网膜血管分形维数(D(f))的影响。材料与方法:非线性正交投影分割(国际视网膜成像软件-分形,称为IRIS-Fractal)和基于曲率的分割(新加坡研究所的血管评估-分形,称为SIVA-Fractal)方法用于测量D(f),并且评估了它们在检测30对立体视盘彩色图像的视网膜血管中的再现性。每对都是从同一只眼睛中以略微不同的入射角拍摄的。每对照片在视盘颞部和鼻部之间的亮度上都有细微的变化。结果:对于IRIS-Fractal和SIVA-Fractal,D(f)测量值的分级内可重复性相似(类内相关性分别为0.81和0.96)。两种方法中,图像对内的皮尔逊D(f)测量的相关系数(r)中等(分别为0.57和0.48)。结论:非线性正交投影和基于曲率的视网膜血管分割方法都被发现对图像亮度的变化敏感,这是由与不同入射角相关的虹膜阴影引起的。

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