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Design and Development of IOT Based Multi-Parameter Patient Monitoring System

机译:基于物联网的多参数患者监护系统的设计与开发

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Multi-parameter patient monitor captures the physiological vital signs and continuously monitors the patient condition by alerting the medical staff via alarm. The revolutionization in machine learning techniques and Internet of Things (IOT) in healthcare. In this paper, we have designed an IOT based MPM system where four parameter namely heart rate, respiration rate, oxygen saturation and temperature are monitored using corresponding sensors and an email is sent to patient's guardian in case of emergency. The project also focuses on improving the performance of MPM system using Support Vector Machine(SVM) algorithm. The classification accuracy of 95% has been achieved.
机译:多参数患者监护仪可捕获生理生命体征,并通过警报提醒医护人员,从而持续监测患者状况。机器学习技术和医疗保健中的物联网(IOT)的革命。在本文中,我们设计了一种基于IOT的MPM系统,其中使用相应的传感器监控四个参数,即心率,呼吸频率,血氧饱和度和温度,并在紧急情况下向患者的监护人发送电子邮件。该项目还致力于使用支持向量机(SVM)算法提高MPM系统的性能。达到了95%的分类精度。

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