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...

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Detalles Bibliográficos
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
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/PMC8355164/
https://www.ncbi.nlm.nih.gov/pubmed/34376678
http://dx.doi.org/10.1038/s41467-021-25138-w

Internet

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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