Multi-modal secure healthcare data dissemination framework using blockchain in IoMT

被引:34
|
作者
Arul R. [1 ]
Al-Otaibi Y.D. [3 ]
Alnumay W.S. [4 ]
Tariq U. [5 ]
Shoaib U. [6 ]
Piran M.D.J. [7 ]
机构
[1] Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru
[2] Department of Information Systems, Faculty of Computing and Information Technology in Rabigh, King Abdulaziz University, Jeddah
[3] Computer Science Department, King Saud University, Riyadh
[4] College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj
[5] Computer Science Department, University of Gujrat, Gujrat
[6] Computer Engineering Department, Sejong University, Seoul
关键词
Blockchain key; Healthcare systems; Internet of medical things (IoMT) devices; Multi-Modal Secure Data Dissemination Framework (MMSDDF);
D O I
10.1007/s00779-021-01527-2
中图分类号
学科分类号
摘要
Blockchain technology can solve current interoperability challenges in health information systems and provide the technical standard which ensures a secure sharing of electronic health data between individuals, healthcare providers, medical care institutions, and medical experts. In healthcare management, IoMT devices can deliver real-time sensory data from patients to be analyzed and processed. In IoMT devices within a range of product areas, the confidentiality of patients’ health data transmission and privacy is still a big problem. In this paper, the Multi-Modal Secure Data Dissemination Framework (MMSDDF) has been proposed based on blockchain in IoMT for secure patient data access and control. To meet the optimized security and privacy requirements of healthcare data management in IoMT devices, the proposed framework is effectively employed. Blockchain’s key has been used to a healthcare application network where the patient’s health data can create warnings that are significant to authenticated healthcare providers securely. The simulation outcomes show that the suggested MMSDDF method achieves a high accuracy ratio of 95.8%, a prediction ratio of 92.3%, less delay of 0.48 s, latency range of 0.5, and response time of 1.5% to other existing methods. © The Author(s), under exclusive licence to Springer-Verlag London Ltd. part of Springer Nature 2021.
引用
收藏
页码:3 / 15
页数:12
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