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Big data analytics in healthcare: promise and potential
OBJECTIVE: To describe the promise and potential of big data analytics in healthcare. METHODS: The paper describes the nascent field of big data analytics in healthcare, discusses the benefits, outlines an architectural framework and methodology, describes examples reported in the literature, briefl...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4341817/ https://www.ncbi.nlm.nih.gov/pubmed/25825667 http://dx.doi.org/10.1186/2047-2501-2-3 |
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author | Raghupathi, Wullianallur Raghupathi, Viju |
author_facet | Raghupathi, Wullianallur Raghupathi, Viju |
author_sort | Raghupathi, Wullianallur |
collection | PubMed |
description | OBJECTIVE: To describe the promise and potential of big data analytics in healthcare. METHODS: The paper describes the nascent field of big data analytics in healthcare, discusses the benefits, outlines an architectural framework and methodology, describes examples reported in the literature, briefly discusses the challenges, and offers conclusions. RESULTS: The paper provides a broad overview of big data analytics for healthcare researchers and practitioners. CONCLUSIONS: Big data analytics in healthcare is evolving into a promising field for providing insight from very large data sets and improving outcomes while reducing costs. Its potential is great; however there remain challenges to overcome. |
format | Online Article Text |
id | pubmed-4341817 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43418172015-03-30 Big data analytics in healthcare: promise and potential Raghupathi, Wullianallur Raghupathi, Viju Health Inf Sci Syst Review OBJECTIVE: To describe the promise and potential of big data analytics in healthcare. METHODS: The paper describes the nascent field of big data analytics in healthcare, discusses the benefits, outlines an architectural framework and methodology, describes examples reported in the literature, briefly discusses the challenges, and offers conclusions. RESULTS: The paper provides a broad overview of big data analytics for healthcare researchers and practitioners. CONCLUSIONS: Big data analytics in healthcare is evolving into a promising field for providing insight from very large data sets and improving outcomes while reducing costs. Its potential is great; however there remain challenges to overcome. BioMed Central 2014-02-07 /pmc/articles/PMC4341817/ /pubmed/25825667 http://dx.doi.org/10.1186/2047-2501-2-3 Text en © Raghupathi and Raghupathi; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. |
spellingShingle | Review Raghupathi, Wullianallur Raghupathi, Viju Big data analytics in healthcare: promise and potential |
title | Big data analytics in healthcare: promise and potential |
title_full | Big data analytics in healthcare: promise and potential |
title_fullStr | Big data analytics in healthcare: promise and potential |
title_full_unstemmed | Big data analytics in healthcare: promise and potential |
title_short | Big data analytics in healthcare: promise and potential |
title_sort | big data analytics in healthcare: promise and potential |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4341817/ https://www.ncbi.nlm.nih.gov/pubmed/25825667 http://dx.doi.org/10.1186/2047-2501-2-3 |
work_keys_str_mv | AT raghupathiwullianallur bigdataanalyticsinhealthcarepromiseandpotential AT raghupathiviju bigdataanalyticsinhealthcarepromiseandpotential |