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Journeys to Data Mining pp 197–210Cite as

Data Mining: From Medical Decision Support to Hospital Management

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Abstract

This chapter gives history of my research on data mining, which was started from 1989 when I graduated from Osaka University, School of Medicine. In order to deal with electronization of all clinical data and records, I started to develop analytic techniques to extract knowledge useful for medical decision making. Firstly, I focused on rule induction and then moved into temporal data mining. The achievements are shown in this chapter.

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Notes

  1. 1.

    Rules from 5 to 7 are newly induced by introducing attributes on risk factors.

  2. 2.

    I received the Ph.D. degree from Tokyo Institute of Technology in 1997 for working on this subject.

  3. 3.

    Temporal evolution is shown as red to blue.

References

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Authors and Affiliations

  1. Faculty of Medicine, Department of Medical Informatics, Shimane University, 89-1 Enya-cho Izumo, Shimane, 693-8501, Japan, Matsue

    Shusaku Tsumoto

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  1. Shusaku Tsumoto
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Correspondence to Shusaku Tsumoto .

Editor information

Editors and Affiliations

  1. , School of Computing, University of Portsmouth, Buckingham Building, Lion Terrace, Portsmouth, PO1 3HE, United Kingdom

    Mohamed Medhat Gaber

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© 2012 Springer-Verlag Berlin Heidelberg

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Tsumoto, S. (2012). Data Mining: From Medical Decision Support to Hospital Management. In: Gaber, M. (eds) Journeys to Data Mining. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28047-4_14

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  • DOI: https://doi.org/10.1007/978-3-642-28047-4_14

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28046-7

  • Online ISBN: 978-3-642-28047-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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