Blockchain and Healthcare: A Critical Analysis of Progress and Challenges in the Last Five Years

H Taherdoost - Blockchains, 2023 - mdpi.com
Utilizing the fundamental characteristics of the decentralization, immutability, and
transparency of blockchain technology, the healthcare industry has made notable …

Blockchain-Powered Healthcare Systems: Enhancing Scalability and Security with Hybrid Deep Learning

A Ali, H Ali, A Saeed, A Ahmed Khan, TT Tin, M Assam… - Sensors, 2023 - mdpi.com
The rapid advancements in technology have paved the way for innovative solutions in the
healthcare domain, aiming to improve scalability and security while enhancing patient care …

Integration of Federated Learning and Blockchain in Healthcare: A Tutorial

Y Shahsavari, OA Dambri, Y Baseri, AS Hafid… - arXiv preprint arXiv …, 2024 - arxiv.org
Wearable devices and medical sensors revolutionize health monitoring, raising concerns
about data privacy in ML for healthcare. This tutorial explores FL and BC integration, offering …

Safeguarding the Future: Cutting-Edge Time-Stamping Services and Blockchain Technologies for Maintaining EHR Data Integrity

R Komalasari - Blockchain and IoT Approaches for Secure Electronic …, 2024 - igi-global.com
The chapter discusses the challenges of maintaining data security over time, particularly in
sensitive fields like electronic health records (EHR). It highlights the importance of time …

Strategic Analysis of Participants in BCFL-Enabled Decentralized IoT Data Sharing

Z Cheng, B Wang, Y Pan, Y Liu - Mathematics, 2023 - mdpi.com
Blockchain-based federated learning (BCFL) has been regarded as an emerging data
sharing paradigm in edge networks of internet-of-things (IoT) because of its advantages …

Exploring the tradeoff between data privacy and utility with a clinical data analysis use case

E Im, H Kim, H Lee, X Jiang, JH Kim - BMC Medical Informatics and …, 2024 - Springer
Background Securing adequate data privacy is critical for the productive utilization of data.
De-identification, involving masking or replacing specific values in a dataset, could damage …

Federated Learning for Privacy-Preserving Healthcare Data Analysis in the Age of Cybersecurity Threats

P Sravan, S Saranya, NM Deepika… - … for Innovations in …, 2023 - ieeexplore.ieee.org
This examination explores joined picking up gathering appraisals, unequivocally United
Averaging (FedAvg), Weighted Consolidated Averaging (FedAvg-W), Bound together …

Enhancing Cybersecurity for Diabetes Patient Data in Cloud-Based IoT Using Advanced Machine Learning Algorithms

CVG Rao, PS Dhaygude, A Harika… - … for Innovations in …, 2023 - ieeexplore.ieee.org
With an end goal to upgrade the network protection of diabetes patient data in a Cloud-
Based Web of Things (IoT) system, this review utilizes progressed computer-based …

A Systematic Review on Use of Blockchain Technology Across Different Domains of Dentistry

R Singh - International Medicine ISSN: 2667-7008, 2024 - theinternationalmedicine.org
Blockchain technology has emerged as a promising solution for enhancing data security,
privacy, and interoperability across various sectors, including healthcare. In dentistry, its …

[PDF][PDF] MANAGING LIFETIME MEDICAL HISTORY DATA USING BLOCKCHAIN TECHNOLOGY WITH FAST RETRIEVAL

YMTKB MOHAMED, DA DEWI, TRIB KURNIAWAN - jestec.taylors.edu.my
A person's medical background goes back to birth in lifetime medical history data. Modern
hospital in the world has a system for keeping records. With the development of electronic …