温度监测及机器学习在新冠肺炎大流行放射学中的应用

Priyanka Pitale, D. Karia, Manish Parmar
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引用次数: 0

摘要

由于COVID-19病毒,整个世界都受到了大流行的打击。这种病毒对人类造成了巨大的损失,这就是为什么需要在早期发现这种威胁的原因。为了检测病毒,它的一些症状,如高烧、咳嗽、感冒和肺部充血。这种病毒的传播是由于两个生物或非生物表面之间的物理接触而发生的。因此,需要对污染区域进行持续的卫生处理。一种先进的机器可以拍摄人体x光片,分析感染情况,检查体温,并在病人离开时进行消毒,这对早期发现病例很有帮助。在入门阶段,x光机将为患者拍摄胸部x光片,并使用机器学习分类器来检测肺部的任何感染。在第二阶段,使用红外传感器的温度监测装置将检查高温或低温。与此同时,一个具有紫外线的消毒装置将为它前面的人消毒。通过这种方式,立即检查covid -19症状可以帮助根除病毒。该系统可用于办公室、公共场所以及医疗设施的病毒检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Temperature Monitoring and Application of Machine Learning in Radiology for COVID-19 Pandemic
Entire world got hit by a pandemic due to COVID-19 virus. This virus had a huge toll on the human race which is the reason there is a need to detect such a threat on anearly stage. To detect the virus, some of its symptoms like high fever, cough, cold, and congestion in lungs. Spreading of this virus occurs due to a physical touch between two living or non-living surfaces. Therefore, constant sanitization is required in the contaminated zones. An advanced machine that can take a human X-ray and analyze for infection, check the temperature of the body as well as sanitize while a person is leaving can be a boon to detect cases early. In the entry stage, an X-ray machinewill take a chest X-ray of the person and use machine learning classifiers in order to detect any infection in lungs. On the second stage a temperature monitoring device using infrared sensor will check for high or low temperatures. Alongside, a sterilizing unit having UVC rays will disinfect the person in front of it. In this way, an instant checkup for COVID-19symptoms can help to eradicate the virus. This system can be used for offices, public places as well as medical facilities for detection of the virus.
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