Ensemble-based eye disease detection system utilizing fundus and vascular structures - Yu, Hongjie; Dong, Xingbo (Scientific reports, 2025)
Keywords: 639/166/985; 692/699/3161; Accuracy; Algorithms; Blindness; Blood vessel segmentation; Deep learning; Diabetes mellitus; Diabetic Retinopathy - diagnosis; Diabetic Retinopathy - diagnostic imaging; Disease; Disease detection; Dual-branch Input; Ensemble learning; Eye diseases; Fundus Oculi; Humanities and Social Sciences; Humans; Image processing; Image Processing, Computer-Assisted - methods; Machine Learning; multidisciplinary; Retina; Retina - diagnostic imaging; Retinal disease classification; Retinal Diseases - diagnosis; Retinal Diseases - diagnostic imaging; Retinal Vessels - diagnostic imaging; Retinal Vessels - pathology; Retinopathy; Science; Science (multidisciplinary); Transfer learning; Deep learning; Blood vessel segmentation; Ensemble learning; Retinal disease classification; Dual-branch Input