Mining Medical Administrative Data - The PKB Suite

Aaron Ceglar, Richard Morrall, John Roddick

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

    1 Citation (Scopus)

    Abstract

    Hospitals are adept at capturing large volumes of highly multi-dimensional data about their activities including clinical, demographic, administrative, financial and, increasingly, outcome data (such as adverse events). Managing and understanding this data is difficult as hospitals typically do not have the staff and/or the expertise to assemble, query, analyse and report on the potential knowledge contained within such data. The Power Knowledge Builder (PKB) project investigated the adaption of data mining algorithms to the domain of patient costing, with the aim of helping practitioners better understand their data and therefore facilitate best practice.

    Original languageEnglish
    Title of host publicationData Mining for Business Applications, Frontiers in Artificial Intelligence and Applications
    PublisherIOS PRESS
    Pages110-119
    Number of pages10
    Volume218
    ISBN (Print)9781607506324
    DOIs
    Publication statusPublished - 2010

    Publication series

    NameFrontiers in Artificial Intelligence and Applications
    Volume218
    ISSN (Print)0922-6389

    Keywords

    • Medical Knowledge Discovery
    • PKB

    Fingerprint Dive into the research topics of 'Mining Medical Administrative Data - The PKB Suite'. Together they form a unique fingerprint.

    Cite this