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Healthcare analytics—A literature review and proposed research agenda
This research addresses the demanding need for research in healthcare analytics, by explaining how previous studies have used big data, AI, and machine learning to identify, address, or solve healthcare problems. Healthcare science methods are combined with contemporary data science techniques to ex...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585099/ https://www.ncbi.nlm.nih.gov/pubmed/37869248 http://dx.doi.org/10.3389/fdata.2023.1277976 |
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author | Elragal, Rawan Elragal, Ahmed Habibipour, Abdolrasoul |
author_facet | Elragal, Rawan Elragal, Ahmed Habibipour, Abdolrasoul |
author_sort | Elragal, Rawan |
collection | PubMed |
description | This research addresses the demanding need for research in healthcare analytics, by explaining how previous studies have used big data, AI, and machine learning to identify, address, or solve healthcare problems. Healthcare science methods are combined with contemporary data science techniques to examine the literature, identify research gaps, and propose a research agenda for researchers, academic institutions, and governmental healthcare organizations. The study contributes to the body of literature by providing a state-of-the-art review of healthcare analytics as well as proposing a research agenda to advance the knowledge in this area. The results of this research can be beneficial for both healthcare science and data science researchers as well as practitioners in the field. |
format | Online Article Text |
id | pubmed-10585099 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105850992023-10-20 Healthcare analytics—A literature review and proposed research agenda Elragal, Rawan Elragal, Ahmed Habibipour, Abdolrasoul Front Big Data Big Data This research addresses the demanding need for research in healthcare analytics, by explaining how previous studies have used big data, AI, and machine learning to identify, address, or solve healthcare problems. Healthcare science methods are combined with contemporary data science techniques to examine the literature, identify research gaps, and propose a research agenda for researchers, academic institutions, and governmental healthcare organizations. The study contributes to the body of literature by providing a state-of-the-art review of healthcare analytics as well as proposing a research agenda to advance the knowledge in this area. The results of this research can be beneficial for both healthcare science and data science researchers as well as practitioners in the field. Frontiers Media S.A. 2023-10-05 /pmc/articles/PMC10585099/ /pubmed/37869248 http://dx.doi.org/10.3389/fdata.2023.1277976 Text en Copyright © 2023 Elragal, Elragal and Habibipour. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Big Data Elragal, Rawan Elragal, Ahmed Habibipour, Abdolrasoul Healthcare analytics—A literature review and proposed research agenda |
title | Healthcare analytics—A literature review and proposed research agenda |
title_full | Healthcare analytics—A literature review and proposed research agenda |
title_fullStr | Healthcare analytics—A literature review and proposed research agenda |
title_full_unstemmed | Healthcare analytics—A literature review and proposed research agenda |
title_short | Healthcare analytics—A literature review and proposed research agenda |
title_sort | healthcare analytics—a literature review and proposed research agenda |
topic | Big Data |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585099/ https://www.ncbi.nlm.nih.gov/pubmed/37869248 http://dx.doi.org/10.3389/fdata.2023.1277976 |
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