基于区块链人工智能的医疗物联网应用中的信任和可依赖性:研究挑战与未来方向

IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IT Professional Pub Date : 2024-06-26 DOI:10.1109/mitp.2024.3378582
Ellis Solaiman, Christa Awad
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引用次数: 0

摘要

本文对人工智能和区块链技术在医疗物联网(MedIoT)应用背景下的整合进行了批判性评述,这两种技术有望共同彻底改变医疗服务的提供方式。通过研究当前的研究,我们强调了人工智能在推进诊断和患者护理方面的潜力,以及区块链在加强数据安全和患者隐私方面的能力。我们尤其关注在这些系统中培养信任和确保可靠性的必要性。我们的综述强调了在医疗物联网领域管理医疗数据的创新解决方案和挑战,如确保可扩展性、维护隐私和促进道德实践。我们提出了在医疗保健领域将人工智能驱动的洞察力与区块链安全性相结合的愿景,并对当前研究和未来方向进行了全面回顾。最后,我们提出了一系列已确定的研究差距,并认为解决这些问题对于实现未来可靠、安全和以患者为中心的医疗物联网应用至关重要。
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Trust and Dependability in Blockch-AI-n-Based Medical Internet of Things Applications: Research Challenges and Future Directions
This article critically reviews the integration of AI and blockchain technologies in the context of Medical Internet of Things (MedIoT) applications, where they collectively promise to revolutionize health-care delivery. By examining current research, we underscore AI’s potential in advancing diagnostics and patient care, alongside blockchain’s capacity to bolster data security and patient privacy. We focus particularly on the imperative to cultivate trust and ensure reliability within these systems. Our review highlights innovative solutions for managing health-care data and challenges, such as ensuring scalability, maintaining privacy, and promoting ethical practices, within the MedIoT domain. We present a vision for integrating AI-driven insights with blockchain security in health care, offering a comprehensive review of current research and future directions. We conclude with a set of identified research gaps and propose that addressing these is crucial for achieving the dependable, secure, and patient-centric MedIoT applications of tomorrow.
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来源期刊
IT Professional
IT Professional COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
5.00
自引率
0.00%
发文量
111
审稿时长
>12 weeks
期刊介绍: IT Professional is a technical magazine of the IEEE Computer Society. It publishes peer-reviewed articles, columns and departments written for and by IT practitioners and researchers covering: practical aspects of emerging and leading-edge digital technologies, original ideas and guidance for IT applications, and novel IT solutions for the enterprise. IT Professional’s goal is to inform the broad spectrum of IT executives, IT project managers, IT researchers, and IT application developers from industry, government, and academia.
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