Reinforcement learning approaches for efficient and secure blockchain-powered smart health systems

AZ Al-Marridi, A Mohamed, A Erbad - Computer Networks, 2021 - Elsevier
Emerging technological innovation toward e-Health transition is a worldwide priority for
ensuring people's quality of life. Hence, secure exchange and analysis of medical data …

Optimized blockchain-based healthcare framework empowered by mixed multi-agent reinforcement learning

AZ Al-Marridi, A Mohamed, A Erbad - Journal of Network and Computer …, 2024 - Elsevier
The world has recently witnessed the devastating impact of a global pandemic, where
countless lives were tragically lost due to delayed abnormal disease detection and the lack …

Bindaas: Blockchain-based deep-learning as-a-service in healthcare 4.0 applications

P Bhattacharya, S Tanwar, U Bodkhe… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Electronic Health Records (EHRs) allows patients to control, share, and manage their health
records among family members, friends, and healthcare service providers using an open …

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 …

Leveraging artificial intelligence in blockchain-based e-health for safer decision making framework

A Alabdulatif, M Al Asqah, T Moulahi, S Zidi - Applied Sciences, 2023 - mdpi.com
Machine learning-based (ML) systems are becoming the primary means of achieving the
highest levels of productivity and effectiveness. Incorporating other advanced technologies …

Machine learning and blockchain techniques used in healthcare system

NV Pardakhe, VM Deshmukh - 2019 IEEE Pune Section …, 2019 - ieeexplore.ieee.org
Information systems and computerization nowadays need very faster, secure & easier data
analysis techniques. It is also required to maintain efficiency and accuracy in data analysis …

Permissioned blockchain and deep reinforcement learning enabled security and energy efficient healthcare internet of things

L Liu, Z Li - Ieee Access, 2022 - ieeexplore.ieee.org
Recently, the Healthcare Internet of Things (H-IoT) has been widely applied to alleviate the
global challenge of the coronavirus disease 2019 (COVID-19) pandemic. However, security …

Medge-chain: Leveraging edge computing and blockchain for efficient medical data exchange

AA Abdellatif, L Samara, A Mohamed… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Medical data exchange between diverse e-health entities can lead to a better healthcare
quality, improving the response time in emergency conditions, and a more accurate control …

DRLBTS: deep reinforcement learning-aware blockchain-based healthcare system

A Lakhan, MA Mohammed, J Nedoma, R Martinek… - Scientific Reports, 2023 - nature.com
Abstract Industrial Internet of Things (IIoT) is the new paradigm to perform different
healthcare applications with different services in daily life. Healthcare applications based on …

Blockchain based healthcare system with Artificial Intelligence

MJJ Gul, A Paul, S Rho, M Kim - 2020 International Conference …, 2020 - ieeexplore.ieee.org
Blockchain is not only for the financial domain anymore. It evolves to accommodate a broad
range of domains and applications where trust and privacy are required for smooth …