基于区块链的解决方案,在工业 4.0 时代提高医疗保健知识管理系统的效率和安全性

IF 2.1 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Wireless Networks Pub Date : 2024-07-04 DOI:10.1007/s11276-024-03770-w
Yang Yuman, S. B. Goyal, Anand Singh Rajawat, Manoj Kumar, Achyut Shankar, Fatimah Alhayan, Shakila Basheer
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引用次数: 0

摘要

本研究提出了一种基于区块链的解决方案,以提高工业 4.0 医疗保健知识管理系统的效率和安全性。随着网络互联网平台的广泛应用,安全有效地管理知识数据已成为一项严峻挑战。传统的医疗保健知识管理系统依赖于集中存储方式,容易导致知识垄断,造成知识管理和共享主体之间的信任危机。本文提出的 Dumbo 算法,增强了异步环境的适应性,提高了知识共享环境中共享区块链的安全性。Dumbo算法通过区块链技术独特的工作量防篡改和共识机制,杜绝了数据篡改,确保了传统知识管理平台的信任、安全和效率。此外,分布式记账解决了中心系统效率低、安全性差的问题,同时分散了中心数据库受损的风险,保证了数据的安全性。本研究旨在实现基于区块链的知识共享,解决传统医疗保健知识管理系统所面临的挑战。所提出的解决方案有望显著改善工业 4.0 中的知识管理、共享和安全性。我们预计,得益于这一基于区块链的战略,医疗保健数据的共享、保存和使用方式将得到重大改进,这将为医疗保健行业提供更好的患者护理和更高的运营效率打开大门。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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A blockchain-based solution for enhancing the efficiency and security of healthcare knowledge management systems in the era of industry 4.0

This study proposes a blockchain-based solution to enhance the efficiency and security of Healthcare Knowledge Management Systems for Industry 4.0. With the widespread adoption of network internet platforms, managing knowledge data safely and effectively has become a critical challenge. Traditional Healthcare Knowledge Management Systems rely on centralized storage methods, which can lead to knowledge monopolies, resulting in a crisis of trust between knowledge management and sharing subjects. This paper proposes the Dumbo algorithm, which enhances the adaptability of asynchronous environments and improves the security of shared blockchains in knowledge-sharing environments. The Dumbo algorithm ensures traditional knowledge management platforms’ trust, security, and efficiency by eliminating data tampering through a unique workload-proof and consensus mechanism in blockchain technology. Additionally, distributed accounting solves the problems of low efficiency and poor security of central systems while dispersing the risk of damage to the central database and guaranteeing data security. This study aims to realize knowledge sharing based on blockchain and solve the challenges associated with conventional Healthcare Knowledge Management Systems. The proposed solution has the potential to significantly improve the management, sharing, and security of knowledge in Industry 4.0. We expect to see major improvements in the way that healthcare data is shared, saved, and used thanks to this blockchain-based strategy, which will open the door to better patient care and more operational efficiency in the healthcare sector.

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来源期刊
Wireless Networks
Wireless Networks 工程技术-电信学
CiteScore
7.70
自引率
3.30%
发文量
314
审稿时长
5.5 months
期刊介绍: The wireless communication revolution is bringing fundamental changes to data networking, telecommunication, and is making integrated networks a reality. By freeing the user from the cord, personal communications networks, wireless LAN''s, mobile radio networks and cellular systems, harbor the promise of fully distributed mobile computing and communications, any time, anywhere. Focusing on the networking and user aspects of the field, Wireless Networks provides a global forum for archival value contributions documenting these fast growing areas of interest. The journal publishes refereed articles dealing with research, experience and management issues of wireless networks. Its aim is to allow the reader to benefit from experience, problems and solutions described.
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