[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 …

Blockchain meets federated learning in healthcare: A systematic review with challenges and opportunities

R Myrzashova, SH Alsamhi… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Recently, innovations in the Internet of Medical Things (IoMT), information and
communication technologies, and machine learning (ML) have enabled smart healthcare …

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 …

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 …

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 …

A framework for privacy-preservation of IoT healthcare data using Federated Learning and blockchain technology

S Singh, S Rathore, O Alfarraj, A Tolba… - Future Generation …, 2022 - Elsevier
With the dramatically increasing deployment of IoT (Internet-of-Things) and communication,
data has always been a major priority to achieve intelligent healthcare in a smart city. For the …

Trustworthy privacy-preserving hierarchical ensemble and federated learning in healthcare 4.0 with blockchain

V Stephanie, I Khalil, M Atiquzzaman… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The advancement of internet and communication technologies has led to the era of Industry
4.0. This shift is followed by healthcare industries creating the term Healthcare 4.0. In …

Protecting personal healthcare record using blockchain & federated learning technologies

S Aich, NK Sinai, S Kumar, M Ali… - 2022 24th …, 2022 - ieeexplore.ieee.org
For decades artificial intelligence (AI) has been used for various applications in the
healthcare industry. Machine learning and artificial intelligence algorithms allow us to …

Federated distillation and blockchain empowered secure knowledge sharing for internet of medical things

X Zhou, W Huang, W Liang, Z Yan, J Ma, Y Pan… - Information …, 2024 - Elsevier
With the development of Internet of Things (IoT) and Artificial Intelligence (AI) technologies,
smart services have penetrated into every aspect of our daily lives, including the medical …

Cross-cluster federated learning and blockchain for internet of medical things

H Jin, X Dai, J Xiao, B Li, H Li… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Federated learning (FL) has been gaining popularity as a way to provide privacy-preserving
data sharing for the Internet of Medical Things (IoMT). As a complementary, blockchain …