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 Novel Framework on Security and Energy Enhancement Based on Internet of Medical Things for Healthcare 5.0

R Natarajan, GH Lokesh, F Flammini, A Premkumar… - Infrastructures, 2023 - mdpi.com
Background: The Internet of Medical Things, often known as IoMT, is a revolutionary method
of connecting medical equipment and the software that operates on it to the computer …

Blockchain-Based Internet of Medical Things

H Taherdoost - Applied Sciences, 2023 - mdpi.com
IoMT sensor nodes, Internet of Things (IoT) wearable medical equipment, healthcare
facilities, patients, and insurance firms are all increasingly being included in IoMT systems …

[HTML][HTML] Federated learning for the internet-of-medical-things: A survey

VK Prasad, P Bhattacharya, D Maru, S Tanwar… - Mathematics, 2022 - mdpi.com
Recently, in healthcare organizations, real-time data have been collected from connected or
implantable sensors, layered protocol stacks, lightweight communication frameworks, and …

Role of Artificial Neural Networks in Breast Cancer Detection

A Raheem, S Muneer, M Amjad, H Raza - International Journal of …, 2022 - ijcis.com
Cancer are some of the most severe diseases, yet there is no long-term level of care,
according to reports. The most popular sort of cancer is breast cancer (BC). Based on the …

[HTML][HTML] Amalgamation of Blockchain with resource-constrained IoT devices for Healthcare applications–State of Art, Challenges and Future Directions

P Hegde, PKR Maddikunta - … Journal of Cognitive Computing in Engineering, 2023 - Elsevier
Healthcare is an emerging sector with the integration of emerging technologies aiming to
improve Quality of Life of an individual through various medical services. Most of the …

User privacy prevention model using supervised federated learning‐based block chain approach for internet of Medical Things

C Dhasarathan, MK Hasan, S Islam… - CAAI Transactions …, 2023 - Wiley Online Library
This research focuses on addressing the privacy issues in healthcare advancement
monitoring with the rapid establishment of the decentralised communication system in the …

Blockchain for healthcare systems: Architecture, security challenges, trends and future directions

J Andrew, DP Isravel, KM Sagayam, B Bhushan… - Journal of Network and …, 2023 - Elsevier
Blockchain has become popular in recent times through its data integrity and wide scope of
applications. It has laid the foundation for cryptocurrencies such as Ripple, Bitcoin …

Analysis of security and privacy issues of information management of big data in B2B based healthcare systems

BB Gupta, A Gaurav, PK Panigrahi - Journal of Business Research, 2023 - Elsevier
The healthcare industry may benefit from the implementation of a system that facilitates safe
and efficient data transmission if business-to-business (B2B) methods were more widely …

Novel framework based on ensemble classification and secure feature extraction for COVID-19 critical health prediction

R Priyadarshini, AQ Md, S Mohan, A Alghamdi… - … Applications of Artificial …, 2023 - Elsevier
The Covid outbreak necessitated the use of an automated method for treating patients with
critical symptoms. Increasing use of the Internet of Things (IoT) and smart devices requires …