A Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems

Federated learning (FL) provides a distributed machine learning system that enables participants to train using local data to create a shared model by eliminating the requirement of data sharing. In healthcare systems, FL allows Medical Internet of Things (MIoT) devices and electronic health records...

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Detalles Bibliográficos
Autores principales: Gu, Xin, Sabrina, Fariza, Fan, Zongwen, Sohail, Shaleeza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418741/
https://www.ncbi.nlm.nih.gov/pubmed/37569079
http://dx.doi.org/10.3390/ijerph20156539

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418741/
https://www.ncbi.nlm.nih.gov/pubmed/37569079
http://dx.doi.org/10.3390/ijerph20156539

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