Design and Application of Electronic Rehabilitation Medical Record (ERMR) Sharing Scheme Based on Blockchain Technology

Zhang, Jing; Li, Zhenjing; Tan, Rong; Liu, Cong

doi:10.1155/2021/3540830

Cited by 12 publications

(8 citation statements)

References 27 publications

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“…The first is to take the VMI inventory system as the “link” between all the links in the supply chain, and apply the buffer management strategy in TOC, and then take this as the basis and main way of information transmission between each link. Therefore, in fact, in this supply chain system, the inventory system determines the overall “strength” of the supply chain system, so the setting of the inventory control system is particularly important for the short life cycle product supply chain based on the TOC system to be studied [ 16 , 17 ]. The main contradictions commonly existing in various supply chain inventory control systems are shown in Figure 2 .…”

Section: Methodsmentioning

confidence: 99%

Optimization Design of Short Life Cycle Product Logistics Supply Chain Scheme Based on Support Vector Machine

2022

Computational Intelligence and Neuroscience

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In order to better solve the problem of product logistics supply chains with short life cycles, a solution optimization of short life cycle product logistics supply chains based on support vector machines is proposed. This method recommends key technical problems and solutions through information represented by support vector machines and explore the research of short life cycle products to realize logistics supply chains. The research shows that, whether it is a retail channel or a network channel, the RMSE value of the effect index predicted by SVM is smaller than the RMSE value of the improved Bass. It can be seen that the SVM demand forecasting model constructed by considering multiple input factors can obtain a more accurate forecasting effect. The accuracy of the demand forecasting model based on SVM is verified.

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Section: Methodsmentioning

confidence: 99%

Optimization Design of Short Life Cycle Product Logistics Supply Chain Scheme Based on Support Vector Machine

2022

Computational Intelligence and Neuroscience

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“…For the consensus mechanism Zhang et al (2021) proposed a blockchain-based framework and implemented a Practical Byzantine Fault Tolerance (PBFT), which is a consensus mechanism for exchanging information among patients and researchers. Compared to the previous consensus mechanism, the PBFT would consume less computation power and could be adopted for many other blockchain-based applications.…”

Section: Brief Overview Of Current Literaturementioning

confidence: 99%

“…With the concept of decentralization, replicated copies of healthcare information are available across multiple participating nodes. Availability of the data can be guaranteed, so the system is resilient against data losses or corruption (Zhang et al, 2021).…”

Section: Robustness / Availabilitymentioning

confidence: 99%

Survey on Security and Interoperability of Electronic Health Record Sharing Using Blockchain Technology

Puneeth¹,

Parthasarathy²

2023

AIP

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Blockchain is regarded as a significant innovation and shows a set of promising features that can certainly address existing issues in real time applications. Decentralization, greater transparency, improved traceability and secure architecture can revolutionize healthcare systems. With the help of advancement in computer technologies, most healthcare institutions try to store patient data digitally rather than on paper. Electronic health records are regarded as some of the most important assets in healthcare system and are required to be shared among different hospitals and other organizations to improve diagnosis efficiency. While sharing patients' details, certain basic standards such as integrity and confidentiality of the information need to be considered. Blockchain technology provides the above standards with features of immutability and granting access to stored information only to authorized users. The examination approach depends on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (or PRISMA) rules and an efficient planned search convention is utilized to look through multiple scientific databases to recognize, investigate and separate every important publication. In this paper, we present a solid systematic review on the blockchain and healthcare domain to identify the existing challenges and benefits of applying blockchain technology in healthcare systems. More than 150 scientific papers published in the last ten years are surveyed, resulting in the identifications and summarization of observations made on the different privacy-preserving approaches and also assessment of their performances. We also present a significant architectural solutions of blockchain to achieve interoperability. Thereby, we attempt to analyse the ideas of blockchain in the medical domain, by assessing the advantages and limitations, subsequently giving guidance to other researchers in the area.

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“…In the lure of financial interests; A security threat is anything that affects the security of an information network due to improper computer operation. With the continuous development of computer networks, the problem of information security in the network has gradually attracted people's attention [3] . In addition, traditional network data security management and control is primarily focused on the content, location, and purpose of network data, but for some reasons, it can affect and identify data verification and security of the network environment.…”

Section: Introductionmentioning

confidence: 99%

Research on distributed network information security diagnosis method based on matrix algorithm

Zhang

2023

Third International Conference on Advanced Algorithms and Signal Image Processing (AASIP 2023)

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In order to solve the problem of misdetection and time-consuming during the data acquisition of the honeycomb optical fiber sensor network, this paper proposes a security information retrieval to acquire the honeycomb optical fiber sensor network method based on fuzzy configuration. Those. A data storage model for a honeycomb fiber optic sensor network is developed. Fuzzy distribution detection is used to optimize the frequency decomposition and decomposition of decision time distributions. A block fuzzy fusion clustering method is used to test group properties and fuzzy data groups, and combined with network region clustering analysis method to discover security information. According to the experiment, the detection performance of the proposed model is more than 92, the accuracy is more than 92. 2, and the longest time is less than 0. 02 seconds, which shows that the detection is improved, accurate and effective.

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Design and Application of Electronic Rehabilitation Medical Record (ERMR) Sharing Scheme Based on Blockchain Technology

Cited by 12 publications

References 27 publications

Optimization Design of Short Life Cycle Product Logistics Supply Chain Scheme Based on Support Vector Machine

Optimization Design of Short Life Cycle Product Logistics Supply Chain Scheme Based on Support Vector Machine

Survey on Security and Interoperability of Electronic Health Record Sharing Using Blockchain Technology

Research on distributed network information security diagnosis method based on matrix algorithm

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