医疗5.0:使用人工智能、物联网和5G通信的数字医疗系统的范式转变

Bhagyashree Mohanta, Priti Das, S. Patnaik
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引用次数: 48

摘要

人工智能(AI)概念的引入,智能设备的应用和高速数据传输网络技术在医疗单位的应用,将医疗理念的标杆提升到一个新的水平。医疗保健单位新技术的发展和进步以及人们生活质量的改善使人们过上更健康的生活。人工智能嵌入式机器,如智能可穿戴设备,具有高度集成的高效传感器,有助于从传感器数据中提取症状来监测、收集和诊断疾病;机器人护士可以在没有医生的情况下及时监测和记录患者的健康状况,帮助用户无论身处何地都能了解患者的健康状况。具有人工智能触摸功能的物联网(IoT)设备不能被视为解决第四代医疗保健系统局限性的解决方案。物联网时代的无缝数据传输速率、最少或没有数据丢失、无流量传输通道、经济高效、无需时间数据检索和机器对机器(M2M)或设备对设备(D2D)通信是医疗保健4.0的主要挑战。此外,医疗保健用例的紧迫性,如远程手术和触觉互联网,作为一个互联网网络,结合了超低延迟和极高的可用性、可靠性和安全性,为物联网的下一个发展,需要人对机器或M2M或D2D通信。可能的解决方案需要5G或第五代通信作为基本网络基础设施。本文总结了人工智能、物联网和5G通信等所有基本概念,以模拟医疗保健5.0。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Healthcare 5.0: A Paradigm Shift in Digital Healthcare System Using Artificial Intelligence, IOT and 5G Communication
The induction of Artificial Intelligence (AI) concept with the application of smart intelligent devices and adoption of high-speed data transmission networking techniques in healthcare unit, set a benchmark in the ideology of healthcare to a new level. Developments and advancement of new technologies in healthcare units and improvement in people's quality lifestyle lead people to live a healthier life. AI embedded machines like smart wearable devices with highly integrated efficient sensors which help to monitor, collect and diagnose disease from the symptoms extracted from the sensory data; robot nurse to timely monitor and record patient's health condition in the absence of medical practitioners help the users to know about the health condition irrespective of the location. Internet of Things (IoT) devices with AI touch cannot be considered as a solution to the limitations in fourth generation healthcare systems. Seamless data transmission rate with least or no data loss, traffic free transmission channels, cost effective, no time data retrieval and machine to machine (M2M) or device to device (D2D) communication in IoT era are the major challenges in healthcare 4.0. Further the healthcare use cases urgency like remote surgeries and Tactile Internet as an internet network that combines ultra-low latency with extremely high availability, reliability and security for the next evolution of IoT, needs human to machine or M2M or D2D communication. The possible solution needs 5G or fifth generation communication as the elementary network infrastructure. The paper summarizes all the fundamental concepts like AI, IoT and 5G communication to model healthcare 5.0.
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