基于医疗物联网的临床决策支持系统、智能医疗可穿戴设备和机器学习算法在COVID-19预防、筛查、检测、诊断和治疗中的应用

Roman Hrosova Lenka Collier Janet Blazek
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引用次数: 9

摘要

关键词:智能医疗可穿戴设备;COVID-19;医疗物联网本系统综述的目的是对近期发表的关于COVID-19预防、筛查、检测、诊断和治疗的文献进行梳理,并整合其对基于医疗物联网的临床决策支持系统、智能医疗可穿戴设备和机器学习算法的见解。3.整个2022年2月,我们对Web of Science、Scopus和ProQuest数据库进行了定量文献综述,搜索词包括“COVID-19”+“基于医疗物联网的临床决策支持系统”、“智能医疗可穿戴设备”和“机器学习算法”。COVID-19数据管理可以整合电子健康记录的实时分析(Akinbi等人,2021;Asadzadeh等人,2022;Rasheed等人,2021),协助预防、筛查、检测、诊断和治疗。医疗物联网驱动的远程监控系统可以提供深入的个性化医疗数据收集、分析、处理和诊断。
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 Medical Things-based Clinical Decision Support Systems, Smart Healthcare Wearable Devices, and Machine Learning Algorithms in COVID-19 Prevention, Screening, Detection, Diagnosis, and Treatment
Keywords: smart healthcare wearable device;COVID-19;Internet of Medical Things 1.Introduction The purpose of our systematic review is to examine the recently published literature on COVID-19 prevention, screening, detection, diagnosis, and treatment and integrate the insights it configures on Internet of Medical Things-based clinical decision support systems, smart healthcare wearable devices, and machine learning algorithms. 3.Methodology Throughout February 2022, a quantitative literature review of the Web of Science, Scopus, and ProQuest databases was performed, with search terms including "COVID-19" + "Internet of Medical Things-based clinical decision support systems," "smart healthcare wearable devices," and "machine learning algorithms." COVID-19 data management can integrate real-time analysis of electronic health records (Akinbi et al., 2021;Asadzadeh et al., 2022;Rasheed et al., 2021), assisting in prevention, screening, detection, diagnosis, and treatment. Internet of Medical Things-driven remote monitoring systems can provide in-depth individualized healthcare data collection, analysis, processing, and diagnosis.
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