Simultaneous Arteriole and Venule Segmentation of Dual-Modal Fundus Images Using a Multi-Task Cascade Network

Differentiating arterioles and venules in the fundus image is important for not only various eye diseases but also systemic diseases such as hypertension and ischemic stroke. In this paper, we use dual-modal fundus images and develop a cascade refined U-net (CRU-net) to improve the arteriovenous seg...

Ausführliche Beschreibung