Detection of Diabetic Retinopathy Based on Target Detection Algorithm

• Published in: 2023 International Conference on Networks, Communications and Intelligent Computing (NCIC) pp. 195 - 200
• Main Authors: Xiao, Jingjing, Li, Wanlong, Jiang, Mengxia, Chen, Rongjie
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.11.2023
• Subjects: Blood vessels; Computational modeling; Data models; Detection of diabetic retinopathy; Diabetic retinopathy; Grad-CAM; Image segmentation; LadderNet; Object detection; Retina; VGG19

Aiming at the problems of slow detection speed and low accuracy of detection in diabetic retinopathy, this paper first developed a LadderNet vascular segmentation model by using vascular segmentation data. Then the model was used to segment the diabetic retinopathy classification dataset. Then the b...