Towards population-independent, multi-disease detection in fundus photographs

Independent validation studies of automatic diabetic retinopathy screening systems have recently shown a drop of screening performance on external data. Beyond diabetic retinopathy, this study investigates the generalizability of deep learning (DL) algorithms for screening various ocular anomalies i...

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Detalles Bibliográficos
Autores principales: Matta, Sarah, Lamard, Mathieu, Conze, Pierre-Henri, Le Guilcher, Alexandre, Lecat, Clément, Carette, Romuald, Basset, Fabien, Massin, Pascale, Rottier, Jean-Bernard, Cochener, Béatrice, Quellec, Gwenolé
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352300/
https://www.ncbi.nlm.nih.gov/pubmed/37460629
http://dx.doi.org/10.1038/s41598-023-38610-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352300/
https://www.ncbi.nlm.nih.gov/pubmed/37460629
http://dx.doi.org/10.1038/s41598-023-38610-y

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