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Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview

Healthcare system facilitates the treatment of patients with the support of wearable, smart, and handheld devices, as well as many other devices. These devices are producing a huge bulk of data that need to be moulded for extracting meaningful insights from them for the useful use of researchers and...

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Detalles Bibliográficos
Autores principales: Xiao, Hui, Ali, Sikandar, Zhang, Zhen, Sarfraz, Muhammad Shahzad, Zhang, Fang, Faisal, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7868142/
https://www.ncbi.nlm.nih.gov/pubmed/33604008
http://dx.doi.org/10.1155/2021/6635463
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author Xiao, Hui
Ali, Sikandar
Zhang, Zhen
Sarfraz, Muhammad Shahzad
Zhang, Fang
Faisal, Mohammad
author_facet Xiao, Hui
Ali, Sikandar
Zhang, Zhen
Sarfraz, Muhammad Shahzad
Zhang, Fang
Faisal, Mohammad
author_sort Xiao, Hui
collection PubMed
description Healthcare system facilitates the treatment of patients with the support of wearable, smart, and handheld devices, as well as many other devices. These devices are producing a huge bulk of data that need to be moulded for extracting meaningful insights from them for the useful use of researchers and practitioners. Various approaches, methods, and tools are in use for doing so and to extract meaningful information in the field of healthcare. This information is being used as evidence to further analyze the data for the early care of patient and to devise treatment. Early care and treatment can facilitate healthcare and the treatment of the patient and can have immense potentiality of dropping the care cost and quality refining of care and can decrease waste and chances of error. To facilitate healthcare in general and cardiology in specific, the proposed study presents an overview of the available literature associated with big data, its insights, and analytics. The presented report will help practitioners and researchers to devise new solutions for early care in healthcare and in cardiology.
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spelling pubmed-78681422021-02-17 Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview Xiao, Hui Ali, Sikandar Zhang, Zhen Sarfraz, Muhammad Shahzad Zhang, Fang Faisal, Mohammad J Healthc Eng Review Article Healthcare system facilitates the treatment of patients with the support of wearable, smart, and handheld devices, as well as many other devices. These devices are producing a huge bulk of data that need to be moulded for extracting meaningful insights from them for the useful use of researchers and practitioners. Various approaches, methods, and tools are in use for doing so and to extract meaningful information in the field of healthcare. This information is being used as evidence to further analyze the data for the early care of patient and to devise treatment. Early care and treatment can facilitate healthcare and the treatment of the patient and can have immense potentiality of dropping the care cost and quality refining of care and can decrease waste and chances of error. To facilitate healthcare in general and cardiology in specific, the proposed study presents an overview of the available literature associated with big data, its insights, and analytics. The presented report will help practitioners and researchers to devise new solutions for early care in healthcare and in cardiology. Hindawi 2021-01-30 /pmc/articles/PMC7868142/ /pubmed/33604008 http://dx.doi.org/10.1155/2021/6635463 Text en Copyright © 2021 Hui Xiao et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Xiao, Hui
Ali, Sikandar
Zhang, Zhen
Sarfraz, Muhammad Shahzad
Zhang, Fang
Faisal, Mohammad
Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview
title Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview
title_full Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview
title_fullStr Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview
title_full_unstemmed Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview
title_short Big Data, Extracting Insights, Comprehension, and Analytics in Cardiology: An Overview
title_sort big data, extracting insights, comprehension, and analytics in cardiology: an overview
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7868142/
https://www.ncbi.nlm.nih.gov/pubmed/33604008
http://dx.doi.org/10.1155/2021/6635463
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