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Multi-layer encrypted learning for distributed healthcare analytics

Abstract The Internet of Medical Things (IoMT) enables continuous collection and transmission of healthcare data through interconnected networks of patient wearables and other devices. This capability transforms traditional healthcare systems into data-rich environments. However, this also brings pr...

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Principais autores: Timothy Kuo, Hui Yang
פורמט: Artigo
שפה:Inglês
יצא לאור: Nature Portfolio 2025-11-01
סדרה:Scientific Reports
נושאים:
Internet of medical things (IoMT)
Data privacy
Fully homomorphic encryption (FHE)
Federated learning
Healthcare analytics
Intensive care units (ICUs)
גישה מקוונת:https://doi.org/10.1038/s41598-025-23140-6
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