[HTML][HTML] Transformative impacts of the internet of medical things on modern healthcare

SF Ahmed, S Sharmin, SA Kuldeep, A Lameesa… - Results in …, 2024 - Elsevier
Abstract The Internet of Medical Things (IoMT) offers real-time data insights, reduces energy
costs, and enhances patient comfort, presenting transformative potential for healthcare …

Federated learning design and functional models: Survey

J Ayeelyan, S Utomo, A Rouniyar, HC Hsu… - Artificial Intelligence …, 2025 - Springer
Federated learning is a multiple device collaboration setup designed to solve machine
learning problems under framework for aggregation and knowledge transfer in distributed …

Blockchain-Enabled Federated Reinforcement Learning (B-FRL) model for privacy preservation service in IoT systems

T Alam, R Gupta, A Ullah, S Qamar - Wireless Personal Communications, 2024 - Springer
The rapid explosion of Internet of Things (IoT) devices has resulted in extraordinary data
generation, necessitating advanced methods for data processing and privacy preservation …

[HTML][HTML] A Privacy Preserving Federated Learning System for IoT Devices Using Blockchain and Optimization

Y Han - Journal of Computer and Communications, 2024 - scirp.org
In this study, a blockchain based federated learning system using an enhanced weighted
mean vector optimization algorithm, known as EINFO, is proposed. The proposed EINFO …

Enhancing security in electronic health records using an adaptive feature-centric polynomial data security model with blockchain integration

D Dhinakaran, R Ramani, S Edwin Raja… - Peer-to-Peer Networking …, 2025 - Springer
Data security in electronic health records (EHR) remains a critical concern, with existing
methods employing session, service, feature, rule, and profile-based encryption and access …

A Theoretical Comparison of Federated Learning with Differential Privacy and Blockchain for Security and Privacy in IoMT

SA Farooqi, A Abd Rahman… - 2025 19th International …, 2025 - ieeexplore.ieee.org
The advancement of decentralized, real-time data collection through the Internet of Medical
Things is transforming the healthcare industry. However, this innovation brings forth …

Blockchain Framework for Secure Patient Data Management

A Giri, R Sandhu, M Rakhra… - 2024 4th International …, 2024 - ieeexplore.ieee.org
This research paper explores the design and implementation of a blockchain-based
personal data management system. With increasing data privacy and security concerns …

Personalized Medical Federated Learning Based on Mutual Knowledge Distillation in Object Heterogeneous Environment

L Ni, C Song, H Zhao, Y Tang, Y Ma… - Blockchain and Web3 …, 2024 - Springer
Federated Learning (FL), hailed as a potent approach in merging medical expertise,
promises to elevate collaborative efforts among healthcare institutions while safeguarding …

Exploring Blockchain as a Security Framework for IoT in Healthcare: A Systematic Literature Review

IS Mangkunegara, HM Marhoon - Journal of Advanced Health …, 2024 - ejournal.ptti.web.id
This systematic literature review explores the use of blockchain technology to improve the
security of communication between IoT devices in the healthcare sector. The integration of …

[PDF][PDF] USE OF BLOCKCHAIN TECHNOLOGY TO STRENGTHEN IDENTITY AND ACCESS MANAGEMENT (IAM)

N Ghadge - International Journal of Information Technology (IJIT), 2024 - researchgate.net
In today's digital landscape, the security of identities and access to sensitive information is
paramount. Traditional identity and access management (IAM) systems are often …