A deep learning system for detecting diabetic retinopathy across the disease spectrum

Retinal screening contributes to early detection of diabetic retinopathy and timely treatment. To facilitate the screening process, we develop a deep learning system, named DeepDR, that can detect early-to-late stages of diabetic retinopathy. DeepDR is trained for real-time image quality assessment,...

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Detalles Bibliográficos
Autores principales: Dai, Ling, Wu, Liang, Li, Huating, Cai, Chun, Wu, Qiang, Kong, Hongyu, Liu, Ruhan, Wang, Xiangning, Hou, Xuhong, Liu, Yuexing, Long, Xiaoxue, Wen, Yang, Lu, Lina, Shen, Yaxin, Chen, Yan, Shen, Dinggang, Yang, Xiaokang, Zou, Haidong, Sheng, Bin, Jia, Weiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8163820/
https://www.ncbi.nlm.nih.gov/pubmed/34050158
http://dx.doi.org/10.1038/s41467-021-23458-5

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