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Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19
With the assistance of Internet of Things (IoT), Big Data analytics has evolved tremendously. The capability of dealing and processing humongous data by high performance computing systems results in great surge in applications of Big Data analytics in various fields spanning healthcare, automobile,...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8635320/ https://www.ncbi.nlm.nih.gov/pubmed/34873378 http://dx.doi.org/10.1007/s11277-021-09446-4 |
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author | Biswas, R. |
author_facet | Biswas, R. |
author_sort | Biswas, R. |
collection | PubMed |
description | With the assistance of Internet of Things (IoT), Big Data analytics has evolved tremendously. The capability of dealing and processing humongous data by high performance computing systems results in great surge in applications of Big Data analytics in various fields spanning healthcare, automobile, computing, climatology, and space communications etc. The health care sector has been recently largely benefitted by this. Driven by the compounding growth as well as impact of Big Data analytics, we endeavor to map out the areas of health sector where Big Data analytics has been largely influential as well as is having the potential for ground-breaking applications. This work starts with fundamentals of IoT driven Big Data Analytics (BDA) as well as key constitutional elements which is then followed by an application overview in healthcare sector with a simultaneous emphasis on future expectations. Besides, the real time application of BDA with special reference to Covid-19 is comprehensively highlighted with recent examples. It is envisioned that the work will serve as a basic reference for IoT driven BDA in healthcare. |
format | Online Article Text |
id | pubmed-8635320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-86353202021-12-02 Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 Biswas, R. Wirel Pers Commun Article With the assistance of Internet of Things (IoT), Big Data analytics has evolved tremendously. The capability of dealing and processing humongous data by high performance computing systems results in great surge in applications of Big Data analytics in various fields spanning healthcare, automobile, computing, climatology, and space communications etc. The health care sector has been recently largely benefitted by this. Driven by the compounding growth as well as impact of Big Data analytics, we endeavor to map out the areas of health sector where Big Data analytics has been largely influential as well as is having the potential for ground-breaking applications. This work starts with fundamentals of IoT driven Big Data Analytics (BDA) as well as key constitutional elements which is then followed by an application overview in healthcare sector with a simultaneous emphasis on future expectations. Besides, the real time application of BDA with special reference to Covid-19 is comprehensively highlighted with recent examples. It is envisioned that the work will serve as a basic reference for IoT driven BDA in healthcare. Springer US 2021-12-01 2022 /pmc/articles/PMC8635320/ /pubmed/34873378 http://dx.doi.org/10.1007/s11277-021-09446-4 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Biswas, R. Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 |
title | Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 |
title_full | Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 |
title_fullStr | Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 |
title_full_unstemmed | Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 |
title_short | Outlining Big Data Analytics in Health Sector with Special Reference to Covid-19 |
title_sort | outlining big data analytics in health sector with special reference to covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8635320/ https://www.ncbi.nlm.nih.gov/pubmed/34873378 http://dx.doi.org/10.1007/s11277-021-09446-4 |
work_keys_str_mv | AT biswasr outliningbigdataanalyticsinhealthsectorwithspecialreferencetocovid19 |