Artificial Intelligence in Medicine
Volume 37, Issue 1 , Pages 7-18 , May 2006

Learning from imbalanced data in surveillance of nosocomial infection

  • Gilles Cohen

      Affiliations

    • Medical Informatics Service, University Hospital of Geneva, Geneva, Switzerland
    • Corresponding Author InformationCorresponding author. Tel.: +41 22 372 7550; fax: +41 22 320 2927.
    • ,
  • Mélanie Hilario

      Affiliations

    • Artificial Intelligence Laboratory, University of Geneva, Geneva, Switzerland
    • ,
  • Hugo Sax

      Affiliations

    • Department of Internal Medicine, University Hospital of Geneva, Geneva, Switzerland
    • ,
  • Stéphane Hugonnet

      Affiliations

    • Department of Internal Medicine, University Hospital of Geneva, Geneva, Switzerland
    • ,
  • Antoine Geissbuhler

      Affiliations

    • Medical Informatics Service, University Hospital of Geneva, Geneva, Switzerland

Received 27 July 2004 ,Revised 8 March 2005 ,Accepted 10 March 2005.

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PII: S0933-3657(05)00085-0

doi: 10.1016/j.artmed.2005.03.002

Artificial Intelligence in Medicine
Volume 37, Issue 1 , Pages 7-18 , May 2006

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