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Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment

The pandemic/epidemic of COVID-19 has affected people worldwide. A huge number of lives succumbed to death due to the sudden outbreak of this corona virus infection. The specified symptoms of COVID-19 detection are very common like normal flu; asymptomatic version of COVID-19 has become a critical i...

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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/PMC8956365/
https://www.ncbi.nlm.nih.gov/pubmed/35582520
http://dx.doi.org/10.1109/JIOT.2021.3098158
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description The pandemic/epidemic of COVID-19 has affected people worldwide. A huge number of lives succumbed to death due to the sudden outbreak of this corona virus infection. The specified symptoms of COVID-19 detection are very common like normal flu; asymptomatic version of COVID-19 has become a critical issue. Therefore, as a precautionary measurement, the oxygen level needs to be monitored by every individual if no other critical condition is found. It is not the only parameter for COVID-19 detection but, as per the suggestions by different medical organizations such as the World Health Organization, it is better to use oximeter to monitor the oxygen level in probable patients as a precaution. People are using the oximeters personally; however, not having any clue or guidance regarding the measurements obtained. Therefore, in this article, we have shown a framework of oxygen level monitoring and severity calculation and probabilistic decision of being a COVID-19 patient. This framework is also able to maintain the privacy of patient information and uses probabilistic classification to measure the severity. Results are measured based on latency of blockchain creation and overall response, throughput, detection, and severity accuracy. The analysis finds the solution efficient and significant in the Internet of Things framework for the present health hazard in our world.
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spelling pubmed-89563652022-05-13 Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment IEEE Internet Things J Article The pandemic/epidemic of COVID-19 has affected people worldwide. A huge number of lives succumbed to death due to the sudden outbreak of this corona virus infection. The specified symptoms of COVID-19 detection are very common like normal flu; asymptomatic version of COVID-19 has become a critical issue. Therefore, as a precautionary measurement, the oxygen level needs to be monitored by every individual if no other critical condition is found. It is not the only parameter for COVID-19 detection but, as per the suggestions by different medical organizations such as the World Health Organization, it is better to use oximeter to monitor the oxygen level in probable patients as a precaution. People are using the oximeters personally; however, not having any clue or guidance regarding the measurements obtained. Therefore, in this article, we have shown a framework of oxygen level monitoring and severity calculation and probabilistic decision of being a COVID-19 patient. This framework is also able to maintain the privacy of patient information and uses probabilistic classification to measure the severity. Results are measured based on latency of blockchain creation and overall response, throughput, detection, and severity accuracy. The analysis finds the solution efficient and significant in the Internet of Things framework for the present health hazard in our world. IEEE 2021-08-05 /pmc/articles/PMC8956365/ /pubmed/35582520 http://dx.doi.org/10.1109/JIOT.2021.3098158 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
Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment
title Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment
title_full Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment
title_fullStr Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment
title_full_unstemmed Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment
title_short Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment
title_sort internet of things framework for oxygen saturation monitoring in covid-19 environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956365/
https://www.ncbi.nlm.nih.gov/pubmed/35582520
http://dx.doi.org/10.1109/JIOT.2021.3098158
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