基于物联网的智能医疗系统关键技术综述:技术方面、挑战和未来方向

IF 13.9 2区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Muntadher Alsabah, Marwah Abdulrazzaq Naser, A. S. Albahri, O. S. Albahri, A. H. Alamoodi, Sadiq H. Abdulhussain, Laith Alzubaidi
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引用次数: 0

摘要

由于缺乏医疗护理而导致的人类意外死亡是一个严重的问题。此外,需要持续照顾的老年人数量正在增加。全球人口老龄化对未来传统医疗保健系统的可持续性提出了挑战。与此同时,近年来,物联网(IoT)和通信技术取得了显著进展,人工智能(AI)的可解释性和信息融合也日益重要。因此,开发基于物联网和先进技术的智能医疗系统至关重要。这将为高效智能的医疗系统开辟新的可能性。因此,必须提出智能医疗系统的前瞻性愿景,并探索使这些智能医疗系统发展的关键技术。有了智能医疗保健系统,未来的医疗保健可以得到显著改善,提供更高质量的护理、更好的治疗和更有效的患者护理。本文旨在全面回顾智能医疗保健系统的关键支持和创新技术。为此,它将涵盖每种技术的主要目标、研究现状、潜在应用前景、相关挑战和未来研究方向。本文旨在为研究人员和医疗保健提供者提供宝贵的资源。最终,本文为行业专业人士和学术研究人员提供了有价值的见解,同时也确定了潜在的新研究途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comprehensive review on key technologies toward smart healthcare systems based IoT: technical aspects, challenges and future directions

The unexpected death of humans due to a lack of medical care is a serious problem. Additionally, the number of elderly people requiring continuous care is increasing. A global aging population poses a challenge to the sustainability of conventional healthcare systems for the future. Simultaneously, recent years have seen remarkable progress in the Internet of Things (IoT) and communication technologies, alongside the growing importance of artificial intelligence (AI) explainability and information fusion. Therefore, developing smart healthcare systems based on IoT and advanced technologies is crucial. This would open up new possibilities for efficient and intelligent medical systems. Hence, it is imperative to present a prospective vision of smart healthcare systems and explore the key technologies that enable the development of these intelligent medical systems. With smart healthcare systems, the future of healthcare can be significantly enhanced, providing higher-quality care, improved treatment, and more efficient patient care. This paper aims to provide a comprehensive review of the key enabling and innovative technologies for smart healthcare systems. To this end, it will cover the primary goals of each technology, the current state of research, potential applications envisioned, associated challenges, and future research directions. This paper is intended to be a valuable resource for researchers and healthcare providers. Ultimately, this paper provides valuable insights for both industry professionals and academic researchers, while also identifying potential new research avenues.

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来源期刊
Artificial Intelligence Review
Artificial Intelligence Review 工程技术-计算机:人工智能
CiteScore
22.00
自引率
3.30%
发文量
194
审稿时长
5.3 months
期刊介绍: Artificial Intelligence Review, a fully open access journal, publishes cutting-edge research in artificial intelligence and cognitive science. It features critical evaluations of applications, techniques, and algorithms, providing a platform for both researchers and application developers. The journal includes refereed survey and tutorial articles, along with reviews and commentary on significant developments in the field.
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