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Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies

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Abstract

This paper proposes a selection of knowledge technologies for health care planning and decision support in regional-level management of Slovenian public health care. Data mining and statistical techniques were used to analyze databases collected by a regional Public Heath Institute. Specifically, we addressed the problem of directing patients from primary health care centers to specialists. Decision support tools were used for resource modeling in terms of availability and accessibility of public health services for the population. Specifically, we analyzed organisational aspects of public health resources in one Sovenian region (Celje) with the goal to identify the areas that are atypical in terms of availability and accessibility of public health services.

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Author information

Authors and Affiliations

  1. Jožef Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia

    Nada Lavrač, Marko Bohanec, Bojan Cestnik, Mitja Jermol, Tanja Urbančič, Marko Debeljak & Branko Kavšek

  2. Nova Gorica Polytechnic, Nova Gorica, Slovenia

    Nada Lavrač & Tanja Urbančič

  3. Faculty of Administration, University of Ljubljana, Ljubljana, Slovenia

    Marko Bohanec

  4. Ministry of the Interior, Štefanova 2, Ljubljana, Slovenia

    Aleksander Pur

  5. Temida, d.o.o., Ljubljana, Slovenia

    Bojan Cestnik

  6. Public Health Institute, Celje, Slovenia

    Tadeja Kopač

Authors
  1. Nada Lavrač

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  2. Marko Bohanec

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  3. Aleksander Pur

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  4. Bojan Cestnik

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  5. Mitja Jermol

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  6. Tanja Urbančič

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  7. Marko Debeljak

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  8. Branko Kavšek

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  9. Tadeja Kopač

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Editor information

Editors and Affiliations

  1. Department of Information and Knowledge Engineering, Danube University Krems, Dr.-Karl-Dorrek-Str. 30, 3500, Krems, Austria

    Silvia Miksch

  2. Department of Computing Science, University of Aberdeen, AB24 3UE, Aberdeen, UK

    Jim Hunter

  3. Department of Computer Science, University of Cyprus, P.O.Box 20537, CY-1678, Nicosia, Cyprus

    Elpida T. Keravnou

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© 2005 Springer-Verlag Berlin Heidelberg

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Lavrač, N.et al. (2005). Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies. In: Miksch, S., Hunter, J., Keravnou, E.T. (eds) Artificial Intelligence in Medicine. AIME 2005. Lecture Notes in Computer Science(), vol 3581. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11527770_55

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