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    Reading: Possibility of Integrated Data Mining of Clinical Data

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    Research Papers

    Possibility of Integrated Data Mining of Clinical Data

    Authors:

    Akinori Abe ,

    International Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN ATR Knowledge Science Laboratories, 2-2-2, Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0288 JAPAN
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    Norihiro Hagita,

    International Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN ATR Intelligent Robotics and Communication Laboratories, 2-2-2, Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0288 JAPAN
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    Michiko Furutani,

    International Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN
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    Yoshiyuki Furutani,

    International Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN
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    Rumiko Matsuoka

    International Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN
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    Abstract

    In this paper, we introduce integrated data mining. Because of recent rapid progress in medical science as well as clinical diagnosis and treatment, integrated and cooperative research among medical researchers, biology, engineering, cultural science, and sociology is required. Therefore, we propose a framework called Cyber Integrated Medical Infrastructure (CIMI). Within this framework, we can deal with various types of data and consequently need to integrate those data prior to analysis. In this study, for medical science, we analyze the features and relationships among various types of data and show the possibility of integrated data mining.
    Keywords: Integrated data mining,   Clinical data,   Influential data,   Decision tree,   Cyber Integrated Medical Infrastructure (CIMI)  
    DOI: http://doi.org/10.2481/dsj.6.S104
    How to Cite: Abe, A. et al., (2007). Possibility of Integrated Data Mining of Clinical Data. Data Science Journal. 6, pp.S104–S115. DOI: http://doi.org/10.2481/dsj.6.S104
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    Published on 28 Mar 2007.
    Peer Reviewed
    CC BY 4.0

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