Retinal Vessel Segmentation Using Deep Learning: A Review

This paper presents a comprehensive review of retinal blood vessel segmentation based on deep learning. The geometric characteristics vessels reflect the health status patients and help to diagnose some diseases such as diabetes hypertension. accurate diagnosis timing treatment these can prevent global blindness patients. Recently, learning algorithms have been rapidly applied due their higher efficiency accuracy, when compared with manual other computer-aided techniques. In this work, we reviewed recent publications for We surveyed proposed methods especially network architectures figured out trend models. summarized obstacles key aspects applying indicated future research directions. article will researchers construct more advanced robust