title: Artery and vein diameter ratio measurement based on improvement of arteries and veins segmentation on retinal images.
abstract: Retinal arteriolar narrowing is decided based on the artery and vein diameter ratio (AVR). Previous methods segmented blood vessels and classified arteries and veins by color pixels in the centerlines of blood vessels. AVR was definitively determined through measurement of artery and vein diameters. However, this approach was not sufficient for cases with close contact between the artery of interest and an imposing vein. Here, an algorithm for AVR measurement via new classification of arteries and veins is proposed. In this algorithm, additional steps for an accurate segmentation of arteries and veins, which were not identified using the previous method, have been added to better identify major veins in the red channel of a color image. To identify major arteries, a decision tree with three features was used. As a result, all major veins and 90.9% of major arteries were correctly identified, and the absolute mean error in AVRs was 0.12. The proposed method will require further testing with a greater number of images of arteriolar narrowing before clinical application.
authors.forename: Yuji
authors.initials: Y
authors.lastname: Hatanaka
authors.forename: Hirokazu
authors.initials: H
authors.lastname: Tachiki
authors.forename: Kazunori
authors.initials: K
authors.lastname: Ogohara
authors.forename: Chisako
authors.initials: C
authors.lastname: Muramatsu
authors.forename: Susumu
authors.initials: S
authors.lastname: Okumura
authors.forename: Hiroshi
authors.initials: H
authors.lastname: Fujita
mesh_terms: D000465:Algorithms; D006801:Humans; D012161:Retinal Artery; D012169:Retinal Vein