DocumentCode
186202
Title
Measurement of vessel width in retinal fundus images of preterm infants with plus disease
Author
Oloumi, Faraz ; Rangayyan, Rangaraj M. ; Ells, Anna L.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
fYear
2014
fDate
11-12 June 2014
Firstpage
1
Lastpage
5
Abstract
Changes in retinal vessel width can be indicative of the presence of several diseases, such as diabetic retinopathy, retinopathy of prematurity (ROP), and hypertension. Accurate detection and measurement of such changes could help in computer-aided diagnosis. An increase in venular thickness is a sign of plus disease, which warrants treatment of ROP. We present image processing methods for detection, tracking, and measurement of the width of the major temporal arcade (MTA), which is the thickest branch of the venular vessels, in retinal fundus images of preterm infants. The methods include the use of Gabor filters for the detection of the blood vessels, as well as morphological image processing for tracking and measurement of the width of the MTA. The results indicate a statistically significant difference in vessel width of normal cases as compared to cases diagnosed with plus disease (p = 0.015).
Keywords
Gabor filters; biomedical optical imaging; blood vessels; diseases; eye; medical image processing; object detection; object tracking; paediatrics; thickness measurement; Gabor filters; MTA; ROP; blood vessel detection; computer-aided diagnosis; diabetic retinopathy; hypertension; image processing method; major temporal arcade; morphological image processing; plus disease; preterm infants; retinal fundus images; retinal vessel width; retinopathy of prematurity; venular thickness; venular vessels; vessel width measurement; width detection; width tracking; Databases; Diabetes; Diseases; Retinal vessels; Retinopathy; Skeleton;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Measurements and Applications (MeMeA), 2014 IEEE International Symposium on
Conference_Location
Lisboa
Print_ISBN
978-1-4799-2920-7
Type
conf
DOI
10.1109/MeMeA.2014.6860082
Filename
6860082
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