医疗保健研究中的物联网:趋势、创新、安全考虑、挑战和未来战略

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Attiq Ur Rehman, Songfeng Lu, Md Belal Bin Heyat, Muhammad Shahid Iqbal, Saba Parveen, Mohd Ammar Bin Hayat, Faijan Akhtar, Muhammad Awais Ashraf, Owais Khan, Dustin Pomary, Mohamad Sawan
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引用次数: 0

摘要

物联网(IoT)已成为包括医疗保健在内的各个领域的变革力量,为自动化和增强服务交付提供了新的机会。物联网架构的不断发展为建立一个全面的网络物理框架提出了重大挑战。本文回顾了物联网驱动的医疗自动化的最新进展,重点介绍了云计算、增强现实和可穿戴设备等集成技术。这项工作研究了支持医疗保健应用的物联网网络架构和平台,同时解决了关键的安全和隐私问题,包括与医疗保健部门相关的特定威胁模型、攻击分类和安全先决条件。这项研究强调了分布式智能、大数据分析和可穿戴设备等新兴技术如何被纳入医疗保健领域,以改善患者护理和简化医疗操作。研究结果显示,物联网在改变医疗保健实践,特别是住院监测和临床决策方面具有巨大潜力。然而,安全和隐私问题仍然是一个重大障碍。本文还探讨了全球物联网和电子卫生战略的含义及其对可持续经济和社区增长的影响。它提出了一种创新的合作安全模型,以降低物联网医疗系统的安全风险。最后,它确定了基于物联网的医疗保健未来研究中尚未解决的关键挑战和机遇。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Internet of Things in Healthcare Research: Trends, Innovations, Security Considerations, Challenges and Future Strategy

Internet of Things in Healthcare Research: Trends, Innovations, Security Considerations, Challenges and Future Strategy

The Internet of Things (IoT) has become a transformative force across various sectors, including healthcare, offering new opportunities for automation and enhanced service delivery. The evolving architecture of the IoT presents significant challenges in establishing a comprehensive cyber-physical framework. This paper reviews recent advancements in IoT-driven healthcare automation, focussing on integrating technologies such as cloud computing, augmented reality and wearable devices. This work examines the IoT network architectures and platforms that support healthcare applications while addressing critical security and privacy issues, including specific threat models, attack classifications and security prerequisites relevant to the healthcare sector. This study highlights how emerging technologies like distributed intelligence, big data analytics and wearable devices are incorporated into healthcare to improve patient care and streamline medical operations. The findings reveal significant potential for IoT to transform healthcare practices, particularly in-patient monitoring, and clinical decision-making. However, security and privacy concerns continue to be a substantial barrier. The paper also explores the implications of global IoT and ehealth strategies and their influence on sustainable economic and community growth. It proposes an innovative cooperative security model to mitigate security risks in IoT-enabled healthcare systems. Finally, it identifies key unresolved challenges and opportunities for future research in IoT-based healthcare.

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来源期刊
International Journal of Intelligent Systems
International Journal of Intelligent Systems 工程技术-计算机:人工智能
CiteScore
11.30
自引率
14.30%
发文量
304
审稿时长
9 months
期刊介绍: The International Journal of Intelligent Systems serves as a forum for individuals interested in tapping into the vast theories based on intelligent systems construction. With its peer-reviewed format, the journal explores several fascinating editorials written by today''s experts in the field. Because new developments are being introduced each day, there''s much to be learned — examination, analysis creation, information retrieval, man–computer interactions, and more. The International Journal of Intelligent Systems uses charts and illustrations to demonstrate these ground-breaking issues, and encourages readers to share their thoughts and experiences.
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