onr:"swepub:oai:DiVA.org:hh-48283"
Sökning: onr:"swepub:oai:DiVA.org:hh-48283" > Realizing the poten...
- 1 av 1
- Föregående post
- Nästa post
- Till träfflistan
Realizing the potential of artificial intelligence in healthcare : Learning from intervention, innovation, implementation and improvement sciences
-
- Nilsen, Per, 1960- (författare)
- Högskolan i Halmstad,Akademin för hälsa och välfärd,Linköping University, Linköping, Sweden,Healthcare improvement
-
- Reed, Julie (författare)
- Högskolan i Halmstad,Akademin för hälsa och välfärd,Healthcare improvement
-
- Nair, Monika, 1985- (författare)
- Högskolan i Halmstad,Akademin för hälsa och välfärd,Healthcare improvement
- visa fler...
- visa färre...
- (creator_code:org_t)
- 2022-09-15
- 2022
- Engelska.
- Ingår i: Frontiers in Health Services. - Lausanne : Frontiers Media S.A.. - 2813-0146. ; 2
- Tidskriftsartikel (refereegranskat)
Abstract
Ämnesord
Stäng
- Introduction: Artificial intelligence (AI) is widely seen as critical for tackling fundamental challenges faced by health systems. However, research is scant on the factors that influence the implementation and routine use of AI in healthcare, how AI may interact with the context in which it is implemented, and how it can contribute to wider health system goals. We propose that AI development can benefit from knowledge generated in four scientific fields: intervention, innovation, implementation and improvement sciences.Aim: The aim of this paper is to briefly describe the four fields and to identify potentially relevant knowledge from these fields that can be utilized for understanding and/or facilitating the use of AI in healthcare. The paper is based on the authors' experience and expertise in intervention, innovation, implementation, and improvement sciences, and a selective literature review.Utilizing knowledge from the four fields: The four fields have generated a wealth of often-overlapping knowledge, some of which we propose has considerable relevance for understanding and/or facilitating the use of AI in healthcare.Conclusion: Knowledge derived from intervention, innovation, implementation, and improvement sciences provides a head start for research on the use of AI in healthcare, yet the extent to which this knowledge can be repurposed in AI studies cannot be taken for granted. Thus, when taking advantage of insights in the four fields, it is important to also be explorative and use inductive research approaches to generate knowledge that can contribute toward realizing the potential of AI in healthcare. © 2022 Nilsen, Reed, Nair, Savage, Macrae, Barlow, Svedberg, Larsson, Lundgren and Nygren.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences (hsv//eng)
Nyckelord
- artificial intelligence
- intervention
- innovation
- implementation
- improvement
- Information driven care
- Informationsdriven vård
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
Hitta via bibliotek
- Frontiers in Health Services (Sök värdpublikationen i LIBRIS)
Till lärosätets databas
- 1 av 1
- Föregående post
- Nästa post
- Till träfflistan
Hitta mer i SwePub
- Av författaren/redakt...
- Nilsen, Per, 196 ...
- Reed, Julie
- Nair, Monika, 19 ...
- Savage, Carl, 19 ...
- Macrae, Carl
- Barlow, James
- visa fler...
- Svedberg, Petra, ...
- Larsson, Ingrid, ...
- Lundgren, Lina, ...
- Nygren, Jens M., ...
- visa färre...
- Om ämnet
-
- MEDICIN OCH HÄLSOVETENSKAP
- MEDICIN OCH HÄLS ...
- och Hälsovetenskap
- Artiklar i publikationen
- Frontiers in Hea ...
- Av lärosätet
- Högskolan i Halmstad
- Karolinska Institutet
Sök utanför SwePub
- Sök vidare i:
- Google Book Search
- Google Scholar
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
- Copyright © LIBRIS - Nationella bibliotekssystem
- LIBRIS.kb.se
