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Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks
Retinal fundus diseases can lead to irreversible visual impairment without timely diagnoses and appropriate treatments. Single disease-based deep learning algorithms had been developed for the detection of diabetic retinopathy, age-related macular degeneration, and glaucoma. Here, we developed a dee...
Autores principales: | Cen, Ling-Ping, Ji, Jie, Lin, Jian-Wei, Ju, Si-Tong, Lin, Hong-Jie, Li, Tai-Ping, Wang, Yun, Yang, Jian-Feng, Liu, Yu-Fen, Tan, Shaoying, Tan, Li, Li, Dongjie, Wang, Yifan, Zheng, Dezhi, Xiong, Yongqun, Wu, Hanfu, Jiang, Jingjing, Wu, Zhenggen, Huang, Dingguo, Shi, Tingkun, Chen, Binyao, Yang, Jianling, Zhang, Xiaoling, Luo, Li, Huang, Chukai, Zhang, Guihua, Huang, Yuqiang, Ng, Tsz Kin, Chen, Haoyu, Chen, Weiqi, Pang, Chi Pui, Zhang, Mingzhi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8355164/ https://www.ncbi.nlm.nih.gov/pubmed/34376678 http://dx.doi.org/10.1038/s41467-021-25138-w |
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