Fairness and generalisability in deep learning of retinopathy of prematurity screening algorithms: a literature review

BACKGROUND: Retinopathy of prematurity (ROP) is a vasoproliferative disease responsible for more than 30 000 blind children worldwide. Its diagnosis and treatment are challenging due to the lack of specialists, divergent diagnostic concordance and variation in classification standards. While artific...

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Detalles Bibliográficos
Autores principales: Nakayama, Luis Filipe, Mitchell, William Greig, Ribeiro, Lucas Zago, Dychiao, Robyn Gayle, Phanphruk, Warachaya, Celi, Leo Anthony, Kalua, Khumbo, Santiago, Alvina Pauline Dy, Regatieri, Caio Vinicius Saito, Moraes, Nilva Simeren Bueno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2023
Materias:
Systematic Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10414056/
https://www.ncbi.nlm.nih.gov/pubmed/37558406
http://dx.doi.org/10.1136/bmjophth-2022-001216

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