Performance and Information Leakage in Splitfed Learning and Multi-Head Split Learning in Healthcare Data and Beyond

Machine learning (ML) in healthcare data analytics is attracting much attention because of the unprecedented power of ML to extract knowledge that improves the decision-making process. At the same time, laws and ethics codes drafted by countries to govern healthcare data are becoming stringent. Alth...

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Detalles Bibliográficos
Autores principales: Joshi, Praveen, Thapa, Chandra, Camtepe, Seyit, Hasanuzzaman, Mohammed, Scully, Ted, Afli, Haithem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326525/
https://www.ncbi.nlm.nih.gov/pubmed/35893586
http://dx.doi.org/10.3390/mps5040060

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326525/
https://www.ncbi.nlm.nih.gov/pubmed/35893586
http://dx.doi.org/10.3390/mps5040060

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