Detection of signs of disease in external photographs of the eyes via deep learning

Retinal fundus photographs can be used to detect a range of retinal conditions. Here we show that deep-learning models trained instead on external photographs of the eyes can be used to detect diabetic retinopathy (DR), diabetic macular oedema and poor blood glucose control. We developed the models...

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Detalles Bibliográficos
Autores principales: Babenko, Boris, Mitani, Akinori, Traynis, Ilana, Kitade, Naho, Singh, Preeti, Maa, April Y., Cuadros, Jorge, Corrado, Greg S., Peng, Lily, Webster, Dale R., Varadarajan, Avinash, Hammel, Naama, Liu, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963675/
https://www.ncbi.nlm.nih.gov/pubmed/35352000
http://dx.doi.org/10.1038/s41551-022-00867-5

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