Secure edge-based IoMT framework for ICU monitoring with TinyML and post-quantum cryptography

Abstract This article proposes a secure, real-time, intelligent, edge-based Internet of Medical Things (IoMT) monitoring framework for intensive care unit (ICU) environments. The system integrates TinyML-powered decision trees with lattice-based post-quantum cryptography (PQC), specifically Kyber 51...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Umar Hayat Khan, Affaq Qamar, Rahim Khan, Fahad Alturise, Abdul Rahman Alshaabani, Salem Alkhalaf
Format: Article
Language:English
Published: Nature Portfolio 2025-10-01
Subjects:
TinyML
IoMT
Edge computing
Decision Tree
Data fusion
Post-quantum cryptography
Online Access:https://doi.org/10.1038/s41598-025-20017-6

Internet

https://doi.org/10.1038/s41598-025-20017-6

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