Novel Method for Automated Analysis of Retinal Images: Results in Subjects with Hypertensive Retinopathy and CADASIL

被引:23
作者
Cavallari, Michele [1 ,2 ]
Stamile, Claudio [3 ]
Umeton, Renato [2 ]
Calimeri, Francesco [3 ]
Orzi, Francesco [2 ]
机构
[1] Harvard Univ, Brigham & Womens Hosp, Ctr Neurol Imaging, Sch Med,Dept Radiol, Boston, MA 02115 USA
[2] Univ Roma La Sapienza, St Andrea Hosp, Dept Neurosci Mental Hlth & Sensory Organs NESMOS, I-00189 Rome, Italy
[3] Univ Calabria, Dept Math & Comp Sci DeMaCS, I-87036 Arcavacata Di Rende, Italy
关键词
VASCULAR ABNORMALITIES; VESSEL DIAMETERS; MICROVASCULAR ABNORMALITIES; ATHEROSCLEROSIS RISK; BLOOD-PRESSURE; TORTUOSITY; STROKE;
D O I
10.1155/2015/752957
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Morphological analysis of the retinal vessels by fundoscopy provides noninvasive means for detecting and staging systemic microvascular damage. However, full exploitation of fundoscopy in clinical settings is limited by paucity of quantitative, objective information obtainable through the observer-driven evaluations currently employed in routine practice. Here, we report on the development of a semiautomated, computer-based method to assess retinal vessel morphology. The method allows simultaneous and operator-independent quantitative assessment of arteriole-to-venule ratio, tortuosity index, and mean fractal dimension. The method was implemented in two conditions known for being associated with retinal vessel changes: hypertensive retinopathy and Cerebral Autosomal Dominant Arteriopathy with Subcortical Infarcts and Leukoencephalopathy (CADASIL). The results showed that our approach is effective in detecting and quantifying the retinal vessel abnormalities. Arteriole-to-venule ratio, tortuosity index, and mean fractal dimension were altered in the subjects with hypertensive retinopathy or CADASIL with respect to age-and gender-matched controls. The interrater reliability was excellent for all the three indices (intraclass correlation coefficient >= 85%). The method represents simple and highly reproducible means for discriminating pathological conditions characterized by morphological changes of retinal vessels. The advantages of our method include simultaneous and operator-independent assessment of different parameters and improved reliability of the measurements.
引用
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页数:10
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