Medical Informatics

Knowledge Management and Data Mining in Biomedicine

  • Hsinchun Chen
  • Sherrilynne S. Fuller
  • Carol Friedman
  • William Hersh

Part of the Integrated Series in Information Systems book series (ISIS, volume 8)

Table of contents

  1. Front Matter
    Pages i-xliii
  2. Foundational Topics in Medical Informatics

    1. Front Matter
      Pages 1-1
    2. Hsinchun Chen, Sherrilynne S. Fuller, Carol Friedman, William Hersh
      Pages 3-33
    3. Shauna Eggers, Zan Huang, Hsinchun Chen, Lijun Yan, Cathy Larson, Asraa Rashid et al.
      Pages 35-62
    4. Peter Tarczy-Hornoch, Mark Minie
      Pages 63-94
  3. Information and Knowledge Management

    1. Front Matter
      Pages 161-161
    2. Christopher G. Chute
      Pages 163-182
    3. Debra Revere, Sherrilynne S. Fuller
      Pages 183-210
    4. Olivier Bodenreider, Anita Burgun
      Pages 211-236
    5. William R. Hersh
      Pages 237-275
    6. W. John Wilbur
      Pages 277-297
    7. George R. Thoma
      Pages 299-332
    8. Terry S. Yoo
      Pages 333-358
    9. Daniel Zeng, Hsinchun Chen, Cecil Lynch, Millicent Eidson, Ivan Gotham
      Pages 359-395
  4. Text Mining and Data Mining

    1. Front Matter
      Pages 397-397
    2. Thomas C. Rindflesch, Marcelo Fiszman, Bisharah Libbus
      Pages 399-422
    3. Carol Friedman
      Pages 423-448
    4. Mathew Palakal, Snehasis Mukhopadhyay, Matthew Stephens
      Pages 449-489

About this book

Introduction

Knowledge Management and Data Mining in Biomedicine covers the basic foundations of the area while extending the foundational material to include the recent leading-edge research in the field. The newer concepts, techniques, and practices of biomedical knowledge management and data mining are introduced and examined in detail. It is the research and applications in these areas that are raising the technical horizons and expanding the utility of informatics to an increasing number of biomedical professionals and researchers. These concepts and techniques are illustrated with detailed case studies.

Keywords

3D bioinformatics data analysis data mining information system knowledge management knowledge representation learning

Editors and affiliations

  • Hsinchun Chen
    • 1
  • Sherrilynne S. Fuller
    • 2
  • Carol Friedman
    • 3
  • William Hersh
    • 4
  1. 1.The University of ArizonaUSA
  2. 2.University of WashingtonUSA
  3. 3.Columbia UniversityUSA
  4. 4.Oregon Health & Science Univ.USA

Bibliographic information

  • DOI https://doi.org/10.1007/b135955
  • Copyright Information Springer Science+Business Media, Inc. 2005
  • Publisher Name Springer, Boston, MA
  • eBook Packages Medicine
  • Print ISBN 978-0-387-24381-8
  • Online ISBN 978-0-387-25739-6
  • Series Print ISSN 1571-0270
  • About this book