• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

医疗物联网和医疗保健 4.0:趋势、需求、挑战和研究方向。

Internet of Medical Things and Healthcare 4.0: Trends, Requirements, Challenges, and Research Directions.

机构信息

Department of Electronics and Communications Engineering, Zagazig University, Zagazig 44519, Egypt.

EIAS Data Science Lab, College of Computer and Information Sciences, Prince Sultan University, Riyadh 11586, Saudi Arabia.

出版信息

Sensors (Basel). 2023 Aug 25;23(17):7435. doi: 10.3390/s23177435.

DOI:10.3390/s23177435
PMID:37687891
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10490658/
Abstract

Healthcare 4.0 is a recent e-health paradigm associated with the concept of Industry 4.0. It provides approaches to achieving precision medicine that delivers healthcare services based on the patient's characteristics. Moreover, Healthcare 4.0 enables telemedicine, including telesurgery, early predictions, and diagnosis of diseases. This represents an important paradigm for modern societies, especially with the current situation of pandemics. The release of the fifth-generation cellular system (5G), the current advances in wearable device manufacturing, and the recent technologies, e.g., artificial intelligence (AI), edge computing, and the Internet of Things (IoT), are the main drivers of evolutions of Healthcare 4.0 systems. To this end, this work considers introducing recent advances, trends, and requirements of the Internet of Medical Things (IoMT) and Healthcare 4.0 systems. The ultimate requirements of such networks in the era of 5G and next-generation networks are discussed. Moreover, the design challenges and current research directions of these networks. The key enabling technologies of such systems, including AI and distributed edge computing, are discussed.

摘要

医疗 4.0 是最近与工业 4.0 概念相关的电子健康范例。它提供了实现精准医疗的方法,根据患者的特征提供医疗服务。此外,医疗 4.0 还实现了远程医疗,包括远程手术、疾病的早期预测和诊断。这是现代社会的一个重要范例,特别是在当前大流行的情况下。第五代蜂窝系统 (5G) 的发布、可穿戴设备制造的最新进展以及人工智能 (AI)、边缘计算和物联网 (IoT) 等新技术是医疗 4.0 系统发展的主要驱动力。为此,本工作考虑引入医疗物联网 (IoMT) 和医疗 4.0 系统的最新进展、趋势和要求。讨论了这些网络在 5G 和下一代网络时代的最终要求。此外,还讨论了这些网络的设计挑战和当前研究方向。讨论了这些系统的关键使能技术,包括 AI 和分布式边缘计算。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f557/10490658/52e10c71f21b/sensors-23-07435-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f557/10490658/4a4cf4bfbbf9/sensors-23-07435-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f557/10490658/52e10c71f21b/sensors-23-07435-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f557/10490658/4a4cf4bfbbf9/sensors-23-07435-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f557/10490658/52e10c71f21b/sensors-23-07435-g002.jpg

相似文献

1
Internet of Medical Things and Healthcare 4.0: Trends, Requirements, Challenges, and Research Directions.医疗物联网和医疗保健 4.0:趋势、需求、挑战和研究方向。
Sensors (Basel). 2023 Aug 25;23(17):7435. doi: 10.3390/s23177435.
2
AI-Enabled Framework for Fog Computing Driven E-Healthcare Applications.基于雾计算的人工智能框架在电子医疗保健中的应用。
Sensors (Basel). 2021 Dec 1;21(23):8039. doi: 10.3390/s21238039.
3
Toward the Internet of Medical Things: Architecture, trends and challenges.迈向医疗物联网:架构、趋势与挑战。
Math Biosci Eng. 2024 Jan;21(1):650-678. doi: 10.3934/mbe.2024028. Epub 2022 Dec 19.
4
Artificial Intelligence (AI) and Internet of Medical Things (IoMT) Assisted Biomedical Systems for Intelligent Healthcare.人工智能 (AI) 和医疗物联网 (IoMT) 辅助的生物医学系统用于智能医疗保健。
Biosensors (Basel). 2022 Jul 25;12(8):562. doi: 10.3390/bios12080562.
5
Intelligent Healthcare: Integration of Emerging Technologies and Internet of Things for Humanity.智能医疗保健:新兴技术与物联网的融合,造福人类。
Sensors (Basel). 2023 Apr 22;23(9):4200. doi: 10.3390/s23094200.
6
Internet of Medical Things (IoMT)-Based Smart Healthcare System: Trends and Progress.基于物联网的智慧医疗系统:趋势与进展。
Comput Intell Neurosci. 2022 Jul 16;2022:7218113. doi: 10.1155/2022/7218113. eCollection 2022.
7
Internet of Things in Space: A Review of Opportunities and Challenges from Satellite-Aided Computing to Digitally-Enhanced Space Living.物联网在太空:从卫星辅助计算到数字化增强太空生活的机遇和挑战综述。
Sensors (Basel). 2021 Dec 4;21(23):8117. doi: 10.3390/s21238117.
8
Enhancing Healthcare through Sensor-Enabled Digital Twins in Smart Environments: A Comprehensive Analysis.利用智能环境中具备传感器功能的数字孪生体增强医疗保健:全面分析。
Sensors (Basel). 2024 Apr 27;24(9):2793. doi: 10.3390/s24092793.
9
The impact of 5G on the evolution of intelligent automation and industry digitization.5G对智能自动化演进和工业数字化的影响。
J Ambient Intell Humaniz Comput. 2023;14(5):5977-5993. doi: 10.1007/s12652-020-02521-x. Epub 2021 Feb 21.
10
New Opportunities, Challenges, and Applications of Edge-AI for Connected Healthcare in Internet of Medical Things for Smart Cities.边缘人工智能在智慧城市医疗物联网中用于互联医疗的新机遇、挑战与应用
J Healthc Eng. 2022 Feb 23;2022:2950699. doi: 10.1155/2022/2950699. eCollection 2022.

引用本文的文献

1
Pediatrics 4.0: the Transformative Impacts of the Latest Industrial Revolution on Pediatrics.《儿科学4.0:最新工业革命对儿科学的变革性影响》
Health Care Anal. 2025 Jul 21. doi: 10.1007/s10728-025-00536-z.
2
Integrating information and communication technology into nursing practice for resilience: A cross-sectional quantitative study.将信息与通信技术融入护理实践以增强复原力:一项横断面定量研究。
PLoS One. 2025 Jun 4;20(6):e0324865. doi: 10.1371/journal.pone.0324865. eCollection 2025.
3
Flexible Strain Sensors Based on Printing Technology: Conductive Inks, Substrates, Printability, and Applications.

本文引用的文献

1
Applications of digital Medicine in oncology: Prospects and challenges.数字医学在肿瘤学中的应用:前景与挑战。
Cancer Innov. 2022 Dec 4;1(4):285-292. doi: 10.1002/cai2.37. eCollection 2022 Dec.
2
Smart Chemical Sensor and Biosensor Networks for Healthcare 4.0.用于医疗保健 4.0 的智能化学传感器和生物传感器网络。
Sensors (Basel). 2023 Jun 20;23(12):5754. doi: 10.3390/s23125754.
3
Transformers in medical imaging: A survey.医学成像中的变压器:综述。
基于印刷技术的柔性应变传感器:导电油墨、基底、可印刷性及应用
Materials (Basel). 2025 May 4;18(9):2113. doi: 10.3390/ma18092113.
4
DC-NFC: A Custom Deep Learning Framework for Security and Privacy in NFC-Enabled IoT.DC-NFC:一种用于支持NFC的物联网中安全与隐私的定制深度学习框架。
Sensors (Basel). 2025 Feb 24;25(5):1381. doi: 10.3390/s25051381.
5
Digital Health for Equitable Rheumatic Care: Integrating Real-World Experiences to Guide Policy Pathways.促进公平风湿性疾病护理的数字健康:整合真实世界经验以指导政策路径
Healthcare (Basel). 2025 Feb 18;13(4):438. doi: 10.3390/healthcare13040438.
6
Optimizing healthcare big data performance through regional computing.通过区域计算优化医疗大数据性能。
Sci Rep. 2025 Jan 24;15(1):3129. doi: 10.1038/s41598-025-87515-5.
7
Intelligent two-phase dual authentication framework for Internet of Medical Things.用于医疗物联网的智能两相双重认证框架。
Sci Rep. 2025 Jan 12;15(1):1760. doi: 10.1038/s41598-024-84713-5.
8
Envisioning a path from the Internet of Medical Things to improved fertility care access: a mini-review.设想一条从医疗物联网到改善生育护理可及性的道路:一篇综述
F S Rep. 2024 Sep 26;5(4):344-349. doi: 10.1016/j.xfre.2024.09.004. eCollection 2024 Dec.
9
Examining patient safety protocols amidst the rise of digital health and telemedicine: nurses' perspectives.在数字健康和远程医疗兴起背景下审视患者安全协议:护士的观点
BMC Nurs. 2024 Dec 19;23(1):931. doi: 10.1186/s12912-024-02591-8.
10
Deep learning hybrid model ECG classification using AlexNet and parallel dual branch fusion network model.基于 AlexNet 和并行双分支融合网络模型的深度学习混合模型 ECG 分类。
Sci Rep. 2024 Nov 6;14(1):26919. doi: 10.1038/s41598-024-78028-8.
Med Image Anal. 2023 Aug;88:102802. doi: 10.1016/j.media.2023.102802. Epub 2023 Apr 5.
4
Stress and Workload Assessment in Aviation-A Narrative Review.航空中的应激与工作量评估——叙事性综述。
Sensors (Basel). 2023 Mar 28;23(7):3556. doi: 10.3390/s23073556.
5
5G Technology in Healthcare and Wearable Devices: A Review.5G 技术在医疗保健和可穿戴设备中的应用:综述。
Sensors (Basel). 2023 Feb 24;23(5):2519. doi: 10.3390/s23052519.
6
Survey of Explainable AI Techniques in Healthcare.医疗保健领域可解释人工智能技术调查。
Sensors (Basel). 2023 Jan 5;23(2):634. doi: 10.3390/s23020634.
7
The Feature, Performance, and Prospect of Advanced Electrodes for Electroencephalogram.脑电图用先进电极的特点、性能与展望。
Biosensors (Basel). 2023 Jan 6;13(1):101. doi: 10.3390/bios13010101.
8
Healthcare 4.0: recent advancements and futuristic research directions.医疗保健4.0:最新进展与未来研究方向。
Wirel Pers Commun. 2023;129(2):933-952. doi: 10.1007/s11277-022-10164-8. Epub 2022 Dec 28.
9
Wireless EEG: A survey of systems and studies.无线脑电图:系统与研究综述
Neuroimage. 2023 Apr 1;269:119774. doi: 10.1016/j.neuroimage.2022.119774. Epub 2022 Dec 22.
10
Need, demand, supply in health care: working definitions, and their implications for defining access.医疗保健中的需求、需要和供给:实用定义及其对界定可及性的影响
Health Econ Policy Law. 2023 Jan;18(1):1-13. doi: 10.1017/S1744133121000293. Epub 2021 Oct 12.