Algorithm of automatic identification of diabetic retinopathy foci based on ultra-widefield scanning laser ophthalmoscopy

Algorithm of automatic identification of diabetic retinopathy foci based on ultra-widefield scanning laser ophthalmoscopy

AIM: To propose an algorithm for automatic detection of diabetic retinopathy (DR) lesions based on ultra-widefield scanning laser ophthalmoscopy (SLO). METHODS: The algorithm utilized the FasterRCNN (Faster Regions with CNN features)+ResNet50 (Residua Network 50)+FPN (Feature Pyramid Networks) metho...

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Bibliographic Details
Main Authors: Jie Wang, Su-Zhen Wang, Xiao-Lin Qin, Meng Chen, Heng-Ming Zhang, Xin Liu, Meng-Jun Xiang, Jian-Bin Hu, Hai-Yu Huang, Chang-Jun Lan
Format: Article
Language:English
Published: Press of International Journal of Ophthalmology (IJO PRESS) 2024-04-01
Series:International Journal of Ophthalmology
Subjects:
diabetic retinopathy
ultra-widefield scanning laser ophthalmoscopy
intelligent diagnosis system
Online Access:http://ies.ijo.cn/en_publish/2024/4/20240402.pdf

Internet

http://ies.ijo.cn/en_publish/2024/4/20240402.pdf

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