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The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic

Currently, COVID-19 pandemic is the major cause of disease burden globally. So, there is a need for an urgent solution to fight against this pandemic. Internet of Things (IoT) has the ability of data transmission without human interaction. This technology enables devices to connect in the hospitals...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769024/
https://www.ncbi.nlm.nih.gov/pubmed/35782179
http://dx.doi.org/10.1109/JIOT.2021.3070306
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description Currently, COVID-19 pandemic is the major cause of disease burden globally. So, there is a need for an urgent solution to fight against this pandemic. Internet of Things (IoT) has the ability of data transmission without human interaction. This technology enables devices to connect in the hospitals and other planned locations to combat this situation. This article provides a road map by highlighting the IoT applications that can help to control it. This study also proposes a real-time identification and monitoring of COVID-19 patients. The proposed framework consists of four components using the cloud architecture: 1) data collection of disease symptoms (using IoT-based devices); 2) health center or quarantine center (data collected using IoT devices); 3) data warehouse (analysis using machine learning models); and 4) health professionals (provide treatment). To predict the severity level of COVID-19 patients on the basis of IoT-based real-time data, we experimented with five machine learning models. The results reveal that random forest outperformed among all other models. IoT applications will help management, health professionals, and patients to investigate the symptoms of contagious disease and manage COVID-19 +ve patients worldwide.
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spelling pubmed-87690242022-06-29 The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic IEEE Internet Things J Article Currently, COVID-19 pandemic is the major cause of disease burden globally. So, there is a need for an urgent solution to fight against this pandemic. Internet of Things (IoT) has the ability of data transmission without human interaction. This technology enables devices to connect in the hospitals and other planned locations to combat this situation. This article provides a road map by highlighting the IoT applications that can help to control it. This study also proposes a real-time identification and monitoring of COVID-19 patients. The proposed framework consists of four components using the cloud architecture: 1) data collection of disease symptoms (using IoT-based devices); 2) health center or quarantine center (data collected using IoT devices); 3) data warehouse (analysis using machine learning models); and 4) health professionals (provide treatment). To predict the severity level of COVID-19 patients on the basis of IoT-based real-time data, we experimented with five machine learning models. The results reveal that random forest outperformed among all other models. IoT applications will help management, health professionals, and patients to investigate the symptoms of contagious disease and manage COVID-19 +ve patients worldwide. IEEE 2021-04-01 /pmc/articles/PMC8769024/ /pubmed/35782179 http://dx.doi.org/10.1109/JIOT.2021.3070306 Text en This article is free to access and download, along with rights for full text and data mining, re-use and analysis.
spellingShingle Article
The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
title The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
title_full The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
title_fullStr The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
title_full_unstemmed The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
title_short The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
title_sort role of internet of things to control the outbreak of covid-19 pandemic
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769024/
https://www.ncbi.nlm.nih.gov/pubmed/35782179
http://dx.doi.org/10.1109/JIOT.2021.3070306
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