A systematic literature review of data science, data analytics and machine learning applied to healthcare engineering systems
Name:
Management Decision - Revision ...
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160.8Kb
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Microsoft Word 2007
Authors
Salazar-Reyna, RobertoGonzalez-Aleu, Fernando
Granda-Gutierrez, Edgar M.A.
Diaz-Ramirez, Jenny
Garza-Reyes, Jose Arturo

Kumar, Anil
Affiliation
Universidad de Monterrey, San Pedro Garza Garcia, MexicoUniversity of Derby
London Metropolitan University
Issue Date
2020-12-07
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Show full item recordAbstract
The objective of this paper is to assess and synthesize the published literature related to the application of data analytics, big data, data mining, and machine learning to healthcare engineering systems. A systematic literature review (SLR) was conducted to obtain the most relevant papers related to the research study from three different platforms: EBSCOhost, ProQuest, and Scopus. The literature was assessed and synthesized, conducting analysis associated with the publications, authors, and content. From the SLR, 576 publications were identified and analyzed. The research area seems to show the characteristics of a growing field with new research areas evolving and applications being explored. In addition, the main authors and collaboration groups publishing in this research area were identified throughout a social network analysis. This could lead new and current authors to identify researchers with common interests on the field. The use of the SLR methodology does not guarantee that all relevant publications related to the research are covered and analyzed. However, the authors’ previous knowledge and the nature of the publications were used to select different platforms. To the best of the authors’ knowledge, this paper represents the most comprehensive literature-based study on the fields of data analytics, big data, data mining, and machine learning applied to healthcare engineering systems.Citation
Salazar-Reyna, R., Gonzalez-Aleu, F., Granda-Gutierrez, E.M., Diaz-Ramirez, J., Garza-Reyes, J.A. and Kumar, A., 2020. A systematic literature review of data science, data analytics and machine learning applied to healthcare engineering systems. Management Decision, pp. 1-20.Publisher
EmeraldJournal
Management DecisionDOI
10.1108/MD-01-2020-0035Type
ArticleLanguage
enEISSN
1758-6070ae974a485f413a2113503eed53cd6c53
10.1108/MD-01-2020-0035
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