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Using deep learning to detect diabetic retinopathy on handheld non-mydriatic retinal images acquired by field workers in community settings

Diabetic retinopathy (DR) at risk of vision loss (referable DR) needs to be identified by retinal screening and referred to an ophthalmologist. Existing automated algorithms have mostly been developed from images acquired with high cost mydriatic retinal cameras and cannot be applied in the settings...

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Detalles Bibliográficos
Autores principales: Nunez do Rio, Joan M., Nderitu, Paul, Raman, Rajiv, Rajalakshmi, Ramachandran, Kim, Ramasamy, Rani, Padmaja K., Sivaprasad, Sobha, Bergeles, Christos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876892/
https://www.ncbi.nlm.nih.gov/pubmed/36697482
http://dx.doi.org/10.1038/s41598-023-28347-z