Artificial Intelligence and Decision Making
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Artificial Intelligence and Decision Making, 2022, Issue 3, Pages 51–62
DOI: https://doi.org/10.14357/20718594220304 (Mi iipr70) 		 
This article is cited in 1 scientific paper (total in 1 paper)

Decision support systems

Intelligent recommender systems for medicine. Particularities and limitations

B. A. Kobrinskii

Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow, Russia
Full-text PDF (545 kB) Citations (1)
DOI: https://doi.org/10.14357/20718594220304
Abstract: A particularity of intelligent recommender systems for the medical subject area is the need to take into account numerous diverse signs, and the limitation is due to the need to control recommendations issued by a physician. Direct transmission of recommendations to the user is not possible, since it is necessary to ensure the safety of the patient during their implementation. The absence of deviations in health unknown to the individual at the input of the system can threaten with irreversible consequences. This must be taken into account in the architecture of recommender systems for health protection.
Keywords: intelligent recommender system, health recommender system, health protection system, recommender systems taxonomy, risk factors, expert assessment of disease risk, explanation module.
Funding agency Grant number
National Center for Physics and Mathematics in Sarov 9
Russian Foundation for Basic Research 20-07-00672 А
English version:
Scientific and Technical Information Processing, 2023, Volume 50, Issue 6, Pages 563–571
DOI: https://doi.org/10.3103/S0147688223060072
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: B. A. Kobrinskii, “Intelligent recommender systems for medicine. Particularities and limitations”, Artificial Intelligence and Decision Making, 2022, no. 3, 51–62; Scientific and Technical Information Processing, 50:6 (2023), 563–571
Citation in format AMSBIB
\Bibitem{Kob22}
\by B.~A.~Kobrinskii
\paper Intelligent recommender systems for medicine. Particularities and limitations
\jour Artificial Intelligence and Decision Making
\yr 2022
\issue 3
\pages 51--62
\mathnet{http://mi.mathnet.ru/iipr70}
\crossref{https://doi.org/10.14357/20718594220304}
\elib{https://elibrary.ru/item.asp?id=49473935}
\transl
\jour Scientific and Technical Information Processing
\yr 2023
\vol 50
\issue 6
\pages 563--571
\crossref{https://doi.org/10.3103/S0147688223060072}
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  • https://www.mathnet.ru/eng/iipr70
  • https://www.mathnet.ru/eng/iipr/y2022/i3/p51
    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Artificial Intelligence and Decision Making
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