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Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical data

The increasing requirements for data protection and privacy have attracted a huge research interest on distributed artificial intelligence and specifically on federated learning, an emerging machine learning approach that allows the construction of a model between several participants who hold their...

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Detalles Bibliográficos
Autores principales: Salmeron, Jose L., Arévalo, Irina, Ruiz-Celma, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10272318/
https://www.ncbi.nlm.nih.gov/pubmed/37332922
http://dx.doi.org/10.1016/j.heliyon.2023.e16925

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