当前位置: X-MOL 学术J. Ambient Intell. Human. Comput. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Role of emerging technologies in future IoT-driven Healthcare 4.0 technologies: a survey, current challenges and future directions
Journal of Ambient Intelligence and Humanized Computing ( IF 3.662 ) Pub Date : 2021-05-12 , DOI: 10.1007/s12652-021-03302-w
Sreelakshmi Krishnamoorthy , Amit Dua , Shashank Gupta

Since its inception, Healthcare 4.0 has empowered the integration of advanced technologies to create and improve the quality of healthcare services. The delivery of healthcare services has come a long way from physical appointments with doctors to remote health monitoring and disease prediction, surgery assistive systems. This advancement has only been possible because of the integration of cutting-edge technologies like Tele-healthcare, software-defined networking and many more, with healthcare systems. In this survey, we have targeted some of the pioneering research works that could contribute significantly to the future development of Healthcare 4.0 systems. We have identified the significant research gaps and presented the modern state-of-the-art of healthcare systems, introducing the Healthcare IoT Application and Service Stacks. We have also discussed the latest paradigm of Wireless Body Area Networks, emphasizing its significance and how it can contribute to the development of next-generation healthcare applications using emerging technologies like Machine Learning, Blockchain, Cloud Computing, Internet of things, Edge/ Fog Computing, Tele-healthcare, Big Data Analytics, Software-Defined Networking and many more. We have performed a comparative study of different architectural implementations considering their advantages, shortcomings, and quality-of-service requirements. We emphasize the importance of the different emerging technologies in detail, discussing the opportunities available and their potential to create better healthcare solutions that can provide superior service quality. Finally, we highlight the fundamental need for establishing security and privacy in future healthcare systems. Overall, this survey provides a strong outlook into the development of the future of healthcare 4.0.



中文翻译:

新兴技术在未来物联网驱动的医疗保健4.0技术中的作用:调查,当前挑战和未来方向

自成立以来,医疗保健4.0已授权集成先进技术,以创建和改善医疗保健服务的质量。从与医生的物理约会到远程健康监测和疾病预测,手术辅助系统,医疗服务的提供已经走了很长一段路。只有将尖端技术(例如远程医疗保健,软件定义的网络等)与医疗保健系统集成在一起,才有可能取得这种进步。在本次调查中,我们针对了一些可能对医疗保健4.0系统的未来发展做出重大贡献的开创性研究工作。我们已经确定了重大的研究差距,并介绍了现代医疗保健系统的最新水平,介绍了医疗保健物联网应用程序和服务堆栈。我们还讨论了无线人体局域网的最新范例,强调了其重要性以及它如何使用新兴技术(例如机器学习,区块链,云计算,物联网,边缘/雾计算)为下一代医疗保健应用的发展做出贡献。 ,远程医疗保健,大数据分析,软件定义的网络等等。考虑到它们的优点,缺点和服务质量要求,我们对不同的体系结构实现方案进行了比较研究。我们详细强调了各种新兴技术的重要性,讨论了可用的机会及其在创建更好的医疗解决方案方面的潜力,这些解决方案可以提供卓越的服务质量。最后,我们强调了在未来的医疗保健系统中建立安全性和隐私性的基本需求。总体而言,该调查为医疗保健4.0的未来发展提供了强有力的前景。

更新日期:2021-05-12
down
wechat
bug