Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks

MA Mohammed, A Lakhan, KH Abdulkareem… - Internet of Things, 2023 - Elsevier
Many disease detection and prevention applications in digital healthcare systems are widely
used but often focus only on prediction and classification, ignoring processing performance …

Federated-learning based privacy preservation and fraud-enabled blockchain IoMT system for healthcare

A Lakhan, MA Mohammed, J Nedoma… - IEEE journal of …, 2022 - ieeexplore.ieee.org
These days, the usage of machine-learning-enabled dynamic Internet of Medical Things
(IoMT) systems with multiple technologies for digital healthcare applications has been …

Iomt: A medical resource management system using edge empowered blockchain federated learning

T Muazu, M Yingchi, AU Muhammad… - … on Network and …, 2023 - ieeexplore.ieee.org
As data sharing on the Internet of Medical Things (IoMT) become more complicated, the
problems of divergent interests, unregulated policies, privacy and security, and the resource …

[HTML][HTML] A secure healthcare 5.0 system based on blockchain technology entangled with federated learning technique

A Rehman, S Abbas, MA Khan, TM Ghazal… - Computers in Biology …, 2022 - Elsevier
In recent years, the global Internet of Medical Things (IoMT) industry has evolved at a
tremendous speed. Security and privacy are key concerns on the IoMT, owing to the huge …

DRLBTS: deep reinforcement learning-aware blockchain-based healthcare system

A Lakhan, MA Mohammed, J Nedoma, R Martinek… - Scientific Reports, 2023 - nature.com
Abstract Industrial Internet of Things (IIoT) is the new paradigm to perform different
healthcare applications with different services in daily life. Healthcare applications based on …

A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data

W Moulahi, I Jdey, T Moulahi, M Alawida… - Computers in Biology …, 2023 - Elsevier
The Corona virus outbreak sped up the process of digitalizing healthcare. The ubiquity of IoT
devices in healthcare has thrust the Healthcare Internet of Things (HIoT) to the forefront as a …

Mobile‐fog‐cloud assisted deep reinforcement learning and blockchain‐enable IoMT system for healthcare workflows

A Lakhan, MA Mohammed, S Kozlov… - Transactions on …, 2024 - Wiley Online Library
Abstract The Internet of Medical Things (IoMT) is increasingly being used to secure
blockchain technology to operate healthcare applications in a distributed network. The …

IoMT: A COVID-19 healthcare system driven by federated learning and blockchain

O Samuel, AB Omojo, AM Onuja… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Internet of medical things (IoMT) has made it possible to collect applications and medical
devices to improve healthcare information technology. Since the advent of the pandemic of …

Blockchain-based federated learning methodologies in smart environments

D Li, Z Luo, B Cao - Cluster Computing, 2022 - Springer
Blockchain technology is an undeniable ledger technology that stores transactions in high-
security chains of blocks. Blockchain can solve security and privacy issues in a variety of …

Cloud–edge collaboration-based bi-level optimal scheduling for intelligent healthcare systems

X Su, L An, Z Cheng, Y Weng - Future Generation Computer Systems, 2023 - Elsevier
The development of intelligent healthcare systems (IHS) has raised the added value of
digital medical data. With an efficient exploitation of digital medical data for diagnosis …