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 …
communication technologies, and machine learning (ML) have enabled smart healthcare …
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
P Jiang, X Li, H Shen, Y Chen, L Wang, H Chen… - Artificial Intelligence …, 2023 - Springer
Cervical cancer is one of the most common cancers in daily life. Early detection and
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
Blockchain-based two-stage federated learning with non-IID data in IoMT system
The Internet of Medical Things (IoMT) has a bright future with the development of smart
mobile devices. Information technology is also leading changes in the healthcare industry …
mobile devices. Information technology is also leading changes in the healthcare industry …
Blockchain-based federated learning with secure aggregation in trusted execution environment for internet-of-things
This article proposes a blockchain-based federated learning (FL) framework with Intel
Software Guard Extension (SGX)-based trusted execution environment (TEE) to securely …
Software Guard Extension (SGX)-based trusted execution environment (TEE) to securely …
Secure IoMT for disease prediction empowered with transfer learning in healthcare 5.0, the concept and case study
Identifying human diseases remains a difficult process, even in the age of advanced
information technology and the smart healthcare industry 5.0. In the smart healthcare …
information technology and the smart healthcare industry 5.0. In the smart healthcare …
On the physical layer security of federated learning based IoMT networks
Internet of Medical Things (IoMT) connects different medical devices, health sensors and
hospital records to data platforms using wireless communications. Federated Learning (FL) …
hospital records to data platforms using wireless communications. Federated Learning (FL) …
Trustworthy privacy-preserving hierarchical ensemble and federated learning in healthcare 4.0 with blockchain
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 …
4.0. This shift is followed by healthcare industries creating the term Healthcare 4.0. In …
MedRSS: A blockchain-based scheme for secure storage and sharing of medical records
Due to the rapid advance of Healthcare Information Technology (HIT), the amount of medical
data has increased dramatically and highly demands correct and secure storage and …
data has increased dramatically and highly demands correct and secure storage and …
Fed-inforce-fusion: A federated reinforcement-based fusion model for security and privacy protection of IoMT networks against cyber-attacks
Abstract Internet of Medical Things (IoMT) has emerged as a combination of sensors,
healthcare devices, and Internet of Things (IoT) to deliver better and intelligent healthcare …
healthcare devices, and Internet of Things (IoT) to deliver better and intelligent healthcare …
A systematic survey of driving fatigue monitoring
The appearance of fatigue is not conducive to driving activities because this state can affect
driving performance and even cause life-threatening consequences. To reduce various …
driving performance and even cause life-threatening consequences. To reduce various …