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Healthcare analytic...
Healthcare analytics—A literature review and proposed research agenda
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- Elragal, Rawan (författare)
- Luleå tekniska universitet,Digitala tjänster och system
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- Elragal, Ahmed (författare)
- Luleå tekniska universitet,Digitala tjänster och system
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- Habibipour, Abdolrasoul, 1979- (författare)
- Luleå tekniska universitet,Digitala tjänster och system
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(creator_code:org_t)
- Frontiers Media S.A. 2023
- 2023
- Engelska.
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Ingår i: Frontiers in Big Data. - : Frontiers Media S.A.. - 2624-909X. ; 6
- Relaterad länk:
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https://doi.org/10.3...
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visa fler...
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https://ltu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.3...
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visa färre...
Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Information Systems (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Omvårdnad (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Nursing (hsv//eng)
Nyckelord
- healthcare
- data science
- data analytics
- AI
- big data
- machine learning
- literature review
- Informationssystem
- Information Systems
Publikations- och innehållstyp
- ref (ämneskategori)
- for (ämneskategori)
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