Development of a monitoring system for COVID-19 monitoring in early stages

A. Rincón-Quintero, Jessica Gissella Maradey Lázaro, J. C. Romero Garnica, D. O. Segura Caballero, Camilo Leonardo Sandoval Rodríguez
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Abstract

Covid-19 is considered the most infectious virus today. Likewise, the struggle to mitigate the effects of the variants, the flexibility in some measures such as the use of face masks, the advancement of vaccination and prevention and self-care campaigns continue to be topics of research and of global interest. The world health authorities published that the disease was characterized by presenting the same symptoms as the flu along with a complex picture where in the most serious cases they lead to difficulty breathing due to pneumonia, sepsis and septic shock that can lead to death. Some systems implemented for taking body temperature such as thermographic cameras, digital thermometers, for the description of symptoms in the people they analyze at the time of carrying out the epidemiological fences are not enough, since they handle low precision, are taken in isolation, individually or randomly and is not suitable for characterizing interest groups. Then, establishing risk levels by measuring non-invasive variables can be considered inputs into prevention campaigns and a low-cost way of monitoring the community. This article shows the design of a non-invasive embedded device for the measurement of 5 priority variables for the detection of the risk of covid-19 infection. The proposed device was duly calibrated and synchronized for the acquisition of data from 594 people in the city of Bucaramanga, Colombia, who authorize the monitoring of the symptoms. The people must be in a state of rest to be able to acquire the data with great accuracy, in this way the data is entered into the system in charge of doing the monitoring analysis. Additionally, the implementation of an interface that allows the visualization of results, laying the foundations for the development of automatic learning techniques or models for the risk classification in future work. © The Author 2023. This work is licensed under a Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) that allows others to share and adapt the material for any purpose (even commercially), in any medium with an acknowledgement of the work's authorship and initial publication in this journal.
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建立监测系统,用于COVID-19早期监测
新冠肺炎被认为是当今最具传染性的病毒。同样,减轻变种影响的斗争、一些措施的灵活性,如使用口罩、疫苗接种和预防以及自我保健运动的进展,仍然是研究和全球关注的主题。世界卫生当局发表声明称,这种疾病的特点是表现出与流感相同的症状,而且情况复杂,在最严重的情况下,它们会因肺炎、败血症和感染性休克而导致呼吸困难,从而导致死亡。一些用于测量体温的系统,如热成像相机、数字温度计,用于描述他们在进行流行病学围栏时分析的人的症状,是不够的,因为它们处理的精度低,是单独或随机隔离的,不适合表征兴趣组。然后,通过测量非侵入性变量来确定风险水平可以被视为对预防运动的投入,也是一种低成本的社区监测方式。本文展示了一种无创嵌入式设备的设计,用于测量新冠肺炎感染风险检测的5个优先变量。拟议中的设备经过了适当的校准和同步,用于采集哥伦比亚布卡拉曼加市594人的数据,这些人授权监测症状。人们必须处于休息状态才能非常准确地获取数据,通过这种方式,数据被输入到负责进行监测分析的系统中。此外,实现了一个允许结果可视化的界面,为未来工作中风险分类的自动学习技术或模型的开发奠定了基础。©作者2023。本作品获得知识共享署名许可(https://creativecommons.org/licenses/by/4.0/)允许其他人在任何媒体上出于任何目的(甚至是商业目的)分享和改编材料,并承认作品的作者身份并在本杂志上首次发表。
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来源期刊
CiteScore
1.90
自引率
0.00%
发文量
140
审稿时长
7 weeks
期刊介绍: *Industrial Engineering: 1 . Ergonomics 2 . Manufacturing 3 . TQM/quality engineering, reliability/maintenance engineering 4 . Production Planning 5 . Facility location, layout, design, materials handling 6 . Education, case studies 7 . Inventory, logistics, transportation, supply chain management 8 . Management 9 . Project/operations management, scheduling 10 . Information systems for production and management 11 . Innovation, knowledge management, organizational learning *Mechanical Engineering: 1 . Energy 2 . Machine Design 3 . Engineering Materials 4 . Manufacturing 5 . Mechatronics & Robotics 6 . Transportation 7 . Fluid Mechanics 8 . Optical Engineering 9 . Nanotechnology 10 . Maintenance & Safety *Computer Science: 1 . Computational Intelligence 2 . Computer Graphics 3 . Data Mining 4 . Human-Centered Computing 5 . Internet and Web Computing 6 . Mobile and Cloud computing 7 . Software Engineering 8 . Online Social Networks *Electrical and electronics engineering 1 . Sensor, automation and instrumentation technology 2 . Telecommunications 3 . Power systems 4 . Electronics 5 . Nanotechnology *Architecture: 1 . Advanced digital applications in architecture practice and computation within Generative processes of design 2 . Computer science, biology and ecology connected with structural engineering 3 . Technology and sustainability in architecture *Bioengineering: 1 . Medical Sciences 2 . Biological and Biomedical Sciences 3 . Agriculture and Life Sciences 4 . Biology and neuroscience 5 . Biological Sciences (Botany, Forestry, Cell Biology, Marine Biology, Zoology) [...]
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