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引用次数: 0
摘要
物联网(Internet of Things, IoT)是一种新兴技术,它将日常生活中的所有物品和服务集成到互联网等共同的网络平台上。在物联网的帮助下,每个物理对象都被转换为智能对象。每个物理对象都是唯一识别的,可以感知环境中的信息并根据这些信息做出决定。物联网在许多应用中都很有用,包括家庭自动化、零售、工业控制、农业、健康监测等。在医疗保健领域,一些基于物联网的应用包括监控老年人的跌倒检测,监控冰箱内的温度条件以存储药品和疫苗,以及监控医院和家庭中的患者状况。机器学习在医疗保健领域的应用似乎也是无穷无尽的。在本文中,我们研究了基于物联网的医疗保健应用,并使用机器学习技术对医疗保健数据集进行了实验分析。
An Investigation on IoT-based Applications and Experimental Analysis of Biomedical Data
Internet of Things (IoT) is an emerging technology, which integrates all everyday objects and services into the common network platform like Internet. With the help of IoT, every physical object is converted as smart object. Each of the physical object is identified uniquely and can sense the information in the environment and to take decisions based on that. IoT is useful in many of the applications, including home automation, retail, industry control, agriculture, health monitoring, etc. In healthcare domain, some of the IoT-based applications include, monitoring old people for fall detection, monitoring temperature conditions inside refrigerator for storing medicines, vaccines, and monitoring of patient's condition in hospitals and home. Machine Learning applications in Healthcare also seems to be endless. In this paper, we have investigated IoT based applications in healthcare and performed an experimental analysis of healthcare data-sets using machine learning techniques.