DocumentCode :
1588549
Title :
Research on Features of Retinal Images Associated with Hypertension and Diabetes
Author :
Zhou, Peng ; Wang, Mingshi ; Cao, Hongbao
Author_Institution :
Coll. of Precision Instrum. & Opto-electron. Eng., Tianjin Univ.
fYear :
2006
Firstpage :
6415
Lastpage :
6417
Abstract :
In order to discuss the feasibility of detecting hypertension and diabetes using certain features of retinal images, this paper compared features of twenty-six retinal images from three groups, normotensive, hypertension and diabetes. Those features including exudates, bifurcation angle, artery-to-veins diameter ratio, mean artery and vein diameters, shape and size of optic disc, and vessel tortuosity. The results show that in retinal images of hypertension and diabetes, exudates appeared, and the area increased with years of illness. The mean arterial diameter tended to decrease while the mean vein diameter dilated. Compared to the normotensive group, the artery-to-vein diameter ratio decreased for both the hypertensive and diabetic group. The shape and size changes of the optic disc were obvious in the diabetic group. The hypertensive group showed tortuous blood vessels. No tortuous blood vessels were observed in the diabetic group. The study demonstrates that, expect the bifurcation angles, it is unfeasible to use retinal image features in the detection of hypertension and diabetes, but they do have some meaning in clinic diagnosis of hypertension and diabetes since some characteristics of retinal images of those patients become pathologically changed
Keywords :
bifurcation; biomedical optical imaging; blood vessels; diseases; eye; artery-to-veins diameter ratio; bifurcation angle; diabetes; exudates; hypertension; mean artery diameter; mean vein diameter; normotensive subjects; optic disc shape; optic disc size; retinal images; tortuous blood vessels; vessel tortuosity; Arteries; Bifurcation; Biomedical imaging; Blood vessels; Computer vision; Diabetes; Hypertension; Retina; Shape; Veins; Hypertension; diabetes; retina;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
Type :
conf
DOI :
10.1109/IEMBS.2005.1615966
Filename :
1615966
Link To Document :
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