This paper proposes a blockchain-based intelligent Healthcare system (BC-iHealth) to address the mapping between the blockchain entities' needs with the ...
The aims of this study were to explore how governments can design secure national health records systems. To do that systematically, we developed a framework to ...
Simulation results confirm that the Deep Q-Learning optimizes the BC-iHealth system and outperforms two bench- mark strategies: random selection and exhaustive ...
In this paper, we propose a blockchain-based intelligent Healthcare system (BC-iHealth) to address the mapping between the blockchain entities' needs with the ...
The optimization model is formulated as a Markov Decision Process (MDP) and solved intelligently using a Deep Q-Learning approach. Simulation results confirm ...
In this proposed paper, we combine the Multi-Step Deep Q Learning Network (MSDQN) with the Deep Learning Network (DLN) to enhance the privacy and security of ...
This paper introduces a pioneering blockchain-based healthcare framework named IP-HealthChain, employing Mixed Cooperative-Competitive Deep Multi-Agent ...
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Mar 13, 2023 · This paper proposes a new solution to the above-mentioned issues and presents the deep reinforcement learning-aware blockchain-based task scheduling (DRLBTS) ...
By harnessing the potential of blockchain and hybrid deep learning, healthcare systems can overcome traditional limitations, promoting efficient and secure data ...
This study presents a novel BC with optimal DL-based secure data sharing and classification (BCODL-SDSC) technique in the future healthcare system.