Federated learning framework integrating REFINED CNN and Deep Regression Forests

SUMMARY: Predictive learning from medical data incurs additional challenge due to concerns over privacy and security of personal data. Federated learning, intentionally structured to preserve high level of privacy, is emerging to be an attractive way to generate cross-silo predictions in medical sce...

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Detalles Bibliográficos
Autores principales: Nolte, Daniel, Bazgir, Omid, Ghosh, Souparno, Pal, Ranadip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074025/
https://www.ncbi.nlm.nih.gov/pubmed/37033467
http://dx.doi.org/10.1093/bioadv/vbad036

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074025/
https://www.ncbi.nlm.nih.gov/pubmed/37033467
http://dx.doi.org/10.1093/bioadv/vbad036

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