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Data Mining and Medical Knowledge Management: Cases and Applications

Data Mining and Medical Knowledge Management: Cases and Applications

Copyright: © 2009 |Pages: 464
ISBN13: 9781605662183|ISBN10: 1605662186|EISBN13: 9781605662190|ISBN13 Softcover: 9781616926007
DOI: 10.4018/978-1-60566-218-3
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MLA

Berka, Petr , et al., editors. Data Mining and Medical Knowledge Management: Cases and Applications. IGI Global, 2009. https://doi.org/10.4018/978-1-60566-218-3

APA

Berka, P., Rauch, J., & Zighed, D. (Eds.). (2009). Data Mining and Medical Knowledge Management: Cases and Applications. IGI Global. https://doi.org/10.4018/978-1-60566-218-3

Chicago

Berka, Petr , Jan Rauch, and Djamel Abdelkader Zighed, eds. Data Mining and Medical Knowledge Management: Cases and Applications. Hershey, PA: IGI Global, 2009. https://doi.org/10.4018/978-1-60566-218-3

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The healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment.

Data Mining and Medical Knowledge Management: Cases and Applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. A premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.

Table of Contents

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Front Materials
Title Page
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Copyright Page
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Editorial Advisory Board
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Foreword
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Preface
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Acknowledgment
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Chapters
Chapter 1
Theoretical Aspects  (pages 24-24)
Theoretical Aspects
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Chapter 2
General Applications  (pages 121-121)
General Applications
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Chapter 3
Specific Cases  (pages 250-250)
Specific Cases
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Back Materials
Compilation of References
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About the Contributors
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Index
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