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- Title
Prematüre Retina Kan Damarlarının Tespitinde Farklı Görüntü İşleme Yöntemlerinin Performanslarının Karşılaştırılması.
- Authors
Sezgin, Evren; Üncü, Yiğit Ali; Yardımcı, Ahmet
- Abstract
The properties of the blood vessels in the retina are very important in the diagnosis of retinopathy of prematurity (ROP). In premature infants, the blood vessels of the retina cannot complete their development. Post-natal, certain triggering circumstances cause the creation of regular veins to cease and abnormal blood vessels begin to enlarge forming abnormal tissue. With the increase in the degree of this condition, retinal damage may occur. It is crucial to follow the progress of the disease by following the developments in the vascular networks, especially since babies born prematurely are at greater risk for ROP. The purpose of this study is to develop methods for the detection and segmentation of vascular pathways in ROP images by applying image processing methods to retinal images of preterm neonatal. These methods have been applied to ROP images and the results have been compared numerically. As a result, according to the Peak Signal to Noise Ratio (PSNR) values of the most appropriate image processing method; It has been determined that there is an OTSU filter as the thresholding method and a Gaussian filter as the filtering algorithm.
- Publication
Suleyman Demirel University Faculty of Arts & Science Journal of Science / Süleyman Demirel Üniversitesi Fen Edebiyat Fakültesi Fen Dergisi, 2023, Vol 18, Issue 2, p62
- ISSN
1306-7575
- Publication type
Article
- DOI
10.29233/sdufeffd.1220516