Federated Learning Approach in Medicine: Enhancing Privacy and Model Quality: A Narrative Review.

Federated Learning (FL) is a decentralized machine learning paradigm that enables collaborative model training across multiple devices or institutions without sharing raw data, thereby addressing critical privacy concerns in healthcare. This narrative review explores the potential of FL to transform...

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Detalles Bibliográficos
Publicado en:Konuralp Medical Journal / Konuralp Tip Dergisi Vol. 17; no. 3; pp. 331 - 336
Autores principales: Colak, Cemil, Tetik, Burcu Kayhan
Formato: review Journal Article
Publicado: Duzce University Medical School eki2025
Acceso en línea:Ver este registro en EBSCOhost