Federation Opacity and the Promise of Federated Learning in Healthcare.

Federated learning (FL) is a machine learning (ML) approach that allows multiple devices or institutions to collaboratively train an ML model without sharing their local data with a third-party. It has recently received significant attention as a promising way to overcome longstanding ethical obstac...

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Detalles Bibliográficos
Publicado en:American Journal of Bioethics Vol. 26; no. 8; pp. 119 - 133
Autores principales: Hatherley, Joshua, Søgaard, Anders, Ballantyne, Angela, Pauwels, Ruben
Formato: glossary tables/charts Journal Article
Publicado: Taylor & Francis Ltd Aug2026
Acceso en línea:Ver este registro en EBSCOhost