Blockchain and machine learning in the internet of things: a review of smart healthcare

Q2 Decision Sciences
Nwadher Suliman Al-Blihed, Nouf Fahad Al-Mufadi, Nouf Thyab Al-Harbi, Ibrahim Ahmed Al-Omari, Mohammed Abdullah Al-Hagery
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引用次数: 4

Abstract

The healthcare sector has benefited from digital transformation and modern technology. As well is expected to rely even more on the internet of things (IoT) technologies in the near future. Due to the availability of portable medical devices, applications, and mobile health services, all of which have contributed to the development of innovative features for the delivery of healthcare services. With the large number of data issued from the IoT and the importance of using data to benefit from contained in diagnosing diseases, medical records, or monitoring. Furthermore, the expansion of emerging technologies such as robots and machine learning (ML) is supported by the ease with exchanged and shared medical information. Moreover, Blockchain technology enables the creation of secure records for storing medical data in a safe and timely manner. The paper reviews various IoT, Blockchain, and ML applications and systems in the smart healthcare sector to discover many challenges, consequently, it will be easy for researchers who have an interest in these fields to find today and future solutions. This, in turn, will help to enhance the technical services depending on the IoT in ML and Blockchain in the smart healthcare field.
区块链和物联网中的机器学习:智能医疗回顾
医疗保健行业受益于数字化转型和现代技术。预计在不久的将来,它将更加依赖物联网(IoT)技术。由于便携式医疗设备、应用程序和移动医疗服务的可用性,所有这些都有助于开发用于提供医疗保健服务的创新功能。随着物联网发布的大量数据以及利用数据从疾病诊断、医疗记录或监测中获益的重要性。此外,机器人和机器学习(ML)等新兴技术的扩展得益于易于交换和共享医疗信息。此外,区块链技术能够创建安全记录,以安全及时的方式存储医疗数据。本文回顾了智能医疗保健领域的各种物联网,区块链和ML应用和系统,以发现许多挑战,因此,对这些领域感兴趣的研究人员将很容易找到今天和未来的解决方案。反过来,这将有助于增强基于ML中的IoT和智能医疗领域中的区块链的技术服务。
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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来源期刊
IAES International Journal of Artificial Intelligence
IAES International Journal of Artificial Intelligence Decision Sciences-Information Systems and Management
CiteScore
3.90
自引率
0.00%
发文量
170
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