摘要 : Artificial Intelligence(AI)is being increasingly used for diagnosing Vision-Threatening Diabetic Retinopathy(VTDR),which is a leading cause of visual impairment and blindness worldwide.However,previous automated VTDR detection met... 展开
作者 | Anas Bilal Azhar Imran Talha Imtiaz Baig Xiaowen Liu Haixia Long Abdulkareem Alzahrani Muhammad Shafiq |
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作者单位 | |
期刊名称 | 《Computer Systems Science & Engineering》 |
期刊英文名称 | 《计算机系统科学与工程(英文)》 |
页码/总页数 | P.511-528 / 18 |
语种/中图分类号 | 汉语 / R587.2 |
关键词 | Diabetic retinopathy(DR) fundus images(FIs) support vector machine(SVM) medical image analysis convolutional neural networks(CNN) singular value decomposition(SVD) classification |
DOI | 10.32604/csse.2023.039672 |
基金项目 | This research was funded by the National Natural Science Foundation of China(Nos.71762010,62262019,62162025,61966013,12162012);the Hainan Provincial Natural Science Foundation of China(Nos.823RC488,623RC481,620RC603,621QN241,620RC602,121RC536);the Haikou Science and Technology Plan Project of China(No.2022-016);the Project supported by the Education Department of Hainan Province,No.Hnky2021-23. |