Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs

Consuegra-Ayala, Juan Pablo; Gutiérrez, Yoan; Piad-Morffis, Alejandro; Almeida-Cruz, Yudivián; Palomar, Manuel

doi:10.1016/j.jbi.2021.103716

Cited by 3 publications

(1 citation statement)

References 18 publications

(30 reference statements)

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“… Works Technologies Used Research Gaps Cloud e-Health IoT SDN BC Deebak et al 16 ✓ ✓ ✓ ✕ ✕ The energy consumption estimation and the time requirement have not been analyzed in this article Koteluk et al 17 ✓ ✓ ✓ ✕ ✕ The model is explained, however, it should be discussed in a real-world scenario Yang et al 18 ✓ ✕ ✓ ✕ ✕ Data security should be addressed properly in this work Li et al 19 ✓ ✓ ✓ ✕ ✕ Time management and data heterogeneity are not properly addressed Gerli et al 20 ✕ ✓ ✕ ✕ ✓ Attacks that can happen in the e-healthcare system have not been taken into account in this research Zou et al 21 ✕ ✓ ✕ ✓ ✓ It lacks an analysis of implementation cost Consuegra et. Al 22 ✕ ✓ …”

Section: Literature Reviewmentioning

confidence: 99%

Internet of medical things and blockchain-enabled patient-centric agent through SDN for remote patient monitoring in 5G network

Rahman,

Wadud,

Islam

et al. 2024

Sci Rep

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During the COVID-19 pandemic, there has been a significant increase in the use of internet resources for accessing medical care, resulting in the development and advancement of the Internet of Medical Things (IoMT). This technology utilizes a range of medical equipment and testing software to broadcast patient results over the internet, hence enabling the provision of remote healthcare services. Nevertheless, the preservation of privacy and security in the realm of online communication continues to provide a significant and pressing obstacle. Blockchain technology has shown the potential to mitigate security apprehensions across several sectors, such as the healthcare industry. Recent advancements in research have included intelligent agents in patient monitoring systems by integrating blockchain technology. However, the conventional network configuration of the agent and blockchain introduces a level of complexity. In order to address this disparity, we present a proposed architectural framework that combines software defined networking (SDN) with Blockchain technology. This framework is specially tailored for the purpose of facilitating remote patient monitoring systems within the context of a 5G environment. The architectural design contains a patient-centric agent (PCA) inside the SDN control plane for the purpose of managing user data on behalf of the patients. The appropriate handling of patient data is ensured by the PCA via the provision of essential instructions to the forwarding devices. The suggested model is assessed using hyperledger fabric on docker-engine, and its performance is compared to that of current models in fifth generation (5G) networks. The performance of our suggested model surpasses current methodologies, as shown by our extensive study including factors such as throughput, dependability, communication overhead, and packet error rate.

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