Fine-grained attention & knowledge-based collaborative network for diabetic retinopathy grading

Fine-grained attention & knowledge-based collaborative network for diabetic retinopathy grading

Accurate diabetic retinopathy (DR) grading is crucial for making the proper treatment plan to reduce the damage caused by vision loss. This task is challenging due to the fact that the DR related lesions are often small and subtle in visual differences and intra-class variations. Moreover, relations...

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Bibliographic Details
Main Authors: Miao Tian, Hongqiu Wang, Yingxue Sun, Shaozhi Wu, Qingqing Tang, Meixia Zhang
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Heliyon
Subjects:
Diabetic retinopathy grading
Medical image analysis
Fine-grain
Attention mechanism
Knowledge-based network
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023044250

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http://www.sciencedirect.com/science/article/pii/S2405844023044250

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