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Towards the Use of Big Data in Healthcare: A Literature Review
The interest in new and more advanced technological solutions is paving the way for the diffusion of innovative and revolutionary applications in healthcare organizations. The application of an artificial intelligence system to medical research has the potential to move toward highly advanced e-Heal...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322051/ https://www.ncbi.nlm.nih.gov/pubmed/35885759 http://dx.doi.org/10.3390/healthcare10071232 |
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author | Dicuonzo, Grazia Galeone, Graziana Shini, Matilda Massari, Antonella |
author_facet | Dicuonzo, Grazia Galeone, Graziana Shini, Matilda Massari, Antonella |
author_sort | Dicuonzo, Grazia |
collection | PubMed |
description | The interest in new and more advanced technological solutions is paving the way for the diffusion of innovative and revolutionary applications in healthcare organizations. The application of an artificial intelligence system to medical research has the potential to move toward highly advanced e-Health. This analysis aims to explore the main areas of application of big data in healthcare, as well as the restructuring of the technological infrastructure and the integration of traditional data analytical tools and techniques with an elaborate computational technology that is able to enhance and extract useful information for decision-making. We conducted a literature review using the Scopus database over the period 2010–2020. The article selection process involved five steps: the planning and identification of studies, the evaluation of articles, the extraction of results, the summary, and the dissemination of the audit results. We included 93 documents. Our results suggest that effective and patient-centered care cannot disregard the acquisition, management, and analysis of a huge volume and variety of health data. In this way, an immediate and more effective diagnosis could be possible while maximizing healthcare resources. Deriving the benefits associated with digitization and technological innovation, however, requires the restructuring of traditional operational and strategic processes, and the acquisition of new skills. |
format | Online Article Text |
id | pubmed-9322051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93220512022-07-27 Towards the Use of Big Data in Healthcare: A Literature Review Dicuonzo, Grazia Galeone, Graziana Shini, Matilda Massari, Antonella Healthcare (Basel) Review The interest in new and more advanced technological solutions is paving the way for the diffusion of innovative and revolutionary applications in healthcare organizations. The application of an artificial intelligence system to medical research has the potential to move toward highly advanced e-Health. This analysis aims to explore the main areas of application of big data in healthcare, as well as the restructuring of the technological infrastructure and the integration of traditional data analytical tools and techniques with an elaborate computational technology that is able to enhance and extract useful information for decision-making. We conducted a literature review using the Scopus database over the period 2010–2020. The article selection process involved five steps: the planning and identification of studies, the evaluation of articles, the extraction of results, the summary, and the dissemination of the audit results. We included 93 documents. Our results suggest that effective and patient-centered care cannot disregard the acquisition, management, and analysis of a huge volume and variety of health data. In this way, an immediate and more effective diagnosis could be possible while maximizing healthcare resources. Deriving the benefits associated with digitization and technological innovation, however, requires the restructuring of traditional operational and strategic processes, and the acquisition of new skills. MDPI 2022-07-01 /pmc/articles/PMC9322051/ /pubmed/35885759 http://dx.doi.org/10.3390/healthcare10071232 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Dicuonzo, Grazia Galeone, Graziana Shini, Matilda Massari, Antonella Towards the Use of Big Data in Healthcare: A Literature Review |
title | Towards the Use of Big Data in Healthcare: A Literature Review |
title_full | Towards the Use of Big Data in Healthcare: A Literature Review |
title_fullStr | Towards the Use of Big Data in Healthcare: A Literature Review |
title_full_unstemmed | Towards the Use of Big Data in Healthcare: A Literature Review |
title_short | Towards the Use of Big Data in Healthcare: A Literature Review |
title_sort | towards the use of big data in healthcare: a literature review |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322051/ https://www.ncbi.nlm.nih.gov/pubmed/35885759 http://dx.doi.org/10.3390/healthcare10071232 |
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