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Federated learning for diagnosis of age-related macular degeneration

This paper presents a federated learning (FL) approach to train deep learning models for classifying age-related macular degeneration (AMD) using optical coherence tomography image data. We employ the use of residual network and vision transformer encoders for the normal vs. AMD binary classificatio...

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Detalles Bibliográficos
Autores principales:	Gholami, Sina, Lim, Jennifer I., Leng, Theodore, Ong, Sally Shin Yee, Thompson, Atalie Carina, Alam, Minhaj Nur
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613107/ https://www.ncbi.nlm.nih.gov/pubmed/37901412 http://dx.doi.org/10.3389/fmed.2023.1259017

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