基于物联网和机器学习的自动健康援助

Jaspreet Singh, Deepinder Kaur, Guneet Kaur
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引用次数: 0

摘要

在过去的几十年里,医疗保健和卫生设施领域有了显著的发展。世界各地的人们在卫生技能和照顾身体系统方面提高了生活水平。然而,现在患慢性病的风险比前几年更大。基于物联网的慢性患者健康自动监测系统需要一个小时。数字世界的进步使人类的寿命延长了几年。话虽如此,技术并不是让人类存活几个世纪的工具,也不是解决所有医疗问题的办法。该技术唯一可能的解决方案是,医疗监控可以改变传统的处理患者护理的方式。此外,通过自动化护理人员和管理的一些任务,可以降低病人的护理成本。本文提出了一种基于物联网和机器学习的自动化健康援助的可行原型。拟议的系统在性能方面的准确率为81.4%,并根据现有的基准进行了验证,并且专门用于减轻医生和护士的负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Health Assistance based on IOT and Machine Learning
The past few decades have witnessed a significant growth in the field of medical care and health facilities. People from around the globe raised their living standards in terms of sanitization skills and caring their physical system. However, the risk of chronic diseases is profound these days than the previous years. The automated IOT based monitoring systems for health of a chronic patient is the need of an hour. The advancements in the digital world has added few years in the lifespan of human. Having said that, technology is not a tool to keep human alive for centuries and it is not a solution to every medical problem. The only solution that can be possible with the technology is that, the healthcare monitoring can rectify the traditional way of dealing with the patient’s care. Moreover, the cost of patient keeping may be reduced by automating some of tasks of nursing staff and management. This paper presents a workable prototype for an automated health assistance based on IOT and machine learning. The proposed system is 81.4% accurate in terms of performance and it is validated against the existing benchmarks and is specially made to reduce the load of doctors and nurses.
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