Retinal Vascular Fractal Dimension Measurement and Its Influence from Imaging Variation: Results of Two Segmentation Methods

被引:23
作者
Cosatto, Victoria Fay [1 ,2 ]
Liew, Gerald [1 ,2 ]
Rochtchina, Elena [1 ,2 ]
Wainwright, Alan [1 ,2 ]
Zhang, YongPing [3 ]
Hsu, Wynne [4 ]
Lee, Mong Li [4 ]
Lau, Qiangfeng Peter [4 ]
Hamzah, Haslina H. [5 ]
Mitchell, Paul [2 ]
Wong, Tien Yin [5 ,6 ]
Wang, Jie Jin [1 ,2 ,6 ]
机构
[1] Univ Sydney, Dept Ophthalmol, Ctr Eye Res Australia, Sydney, NSW 2006, Australia
[2] Univ Sydney, Westmead Millennium Inst, Ctr Vis Res, Sydney, NSW 2006, Australia
[3] Ningbo Univ Technol, Sch Elect & Informat Engn, Ningbo, Zhejiang, Peoples R China
[4] Natl Univ Singapore, Sch Comp, Singapore 117548, Singapore
[5] Natl Univ Singapore, Singapore Eye Res Inst, Singapore 117548, Singapore
[6] Univ Melbourne, Ctr Eye Res Australia, Melbourne, Vic 3010, Australia
基金
英国医学研究理事会;
关键词
Blue Mountains Eye Study; Fractal dimension; Methodology; Photographic angle of incidence; Retinal vasculature; DIABETIC-RETINOPATHY; GEOMETRY;
D O I
10.3109/02713683.2010.490628
中图分类号
R77 [眼科学];
学科分类号
100212 ;
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.
引用
收藏
页码:850 / 856
页数:7
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