Title :
Manual measurement of retinal bifurcation features
Author :
Al-Diri, Bashir ; Hunter, Andrew ; Steel, David ; Habib, Maged
Author_Institution :
Lincoln Sch. of Comput. Sci., Univ. of Lincoln, Lincoln, UK
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
This paper introduces a new computerized tool for accurate manual measurement of features of retinal bifurcation geometry, designed for use in investigating correlations between measurement features and clinical conditions. The tool uses user-placed rectangles to measure the vessel width, and lines placed along vessel center lines to measure the angles. An analysis is presented of measurements taken from 435 bifurcations. These are compared with theoretical predictions based on optimality principles presented in the literature. The new tool shows better agreement with the theoretical predictions than a simpler manual method published in the literature, but there remains a significant discrepancy between current theory and measured geometry.
Keywords :
bifurcation; blood vessels; eye; feature extraction; image segmentation; medical image processing; computerized tool; manual measurement; retinal bifurcation geometric features; retinal vascular junction geometry; retinal vascular network; segmentation; user-placed rectangles; Bifurcation; Geometry; Junctions; Manuals; Retina; Retinopathy; Algorithms; Diabetic Retinopathy; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Retinal Vessels; Retinoscopy; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626639