학술논문

Assessment of vessel tortuosity in retinal images of preterm infants
Document Type
Conference
Source
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE. :5410-5413 Aug, 2014
Subject
Bioengineering
Diseases
Image segmentation
Retina
Retinopathy
Skeleton
Biomedical imaging
Length measurement
Language
ISSN
1094-687X
1558-4615
Abstract
Diagnosis of plus disease is crucial for timely treatment and management of retinopathy of prematurity. An indicator of the presence of plus disease is an increase in the tortuosity of blood vessels in the retina. In this work, we propose a new angle-variation-based measure for quantification of tortuosity in retinal fundus images of preterm infants. The methods include the use of Gabor filters to detect vessels as well as to obtain their orientation at each pixel. Morphological image processing methods are used to obtain a skeleton image of the vessels for measurement of tortuosity. Out of 11 vessel segments, marked by an expert ophthalmologist as showing high levels of tortuosity due to plus disease, all were correctly identified using the proposed methods.