A deep-learning pipeline for the diagnosis and grading of common blinding ophthalmic diseases based on lesion-focused classification model

BackgroundGlaucoma (GLAU), Age-related Macular Degeneration (AMD), Retinal Vein Occlusion (RVO), and Diabetic Retinopathy (DR) are common blinding ophthalmic diseases worldwide.PurposeThis approach is expected to enhance the early detection and treatment of common blinding ophthalmic diseases, contr...

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Autors principals:	Zhihuan Li, Junxiong Huang, Jingfang Chen, Jin Zeng, Hong Jiang, Lin Ding, TianZi Zhang, Wen Sun, Rong Lu, Qiuli Zhang, Lizhong Liang
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2024-09-01
Col·lecció:	Frontiers in Artificial Intelligence
Matèries:	artificial intelligence ensemble learning deep learning intelligent diagnosis of multiple fundus diseases lesion attention
Accés en línia:	https://www.frontiersin.org/articles/10.3389/frai.2024.1444136/full
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