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Integrated Series in Information Systems

Volume 8, 2005, DOI: 10.1007/b135955

Medical Informatics
Knowledge Management and Data Mining in Biomedicine

Hsinchun Chen, Sherrilynne S. Fuller, Carol Friedman and William Hersh

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Contents
ESM

i-xliii
Front matter
3-159
Unit I / Foundational Topics in Medical Informatics
3-33
Knowledge Management, Data Mining, and Text Mining in Medical Informatics
35-62
Mapping Medical Informatics Research
63-94
Bioinformatics Challenges and Opportunities
95-137
Managing Information Security and Privacy in Healthcare Data Mining
State of the Art
139-159
Ethical and Social Challenges of Electronic Health Information
163-395
Unit II / Information and Knowledge Management
163-182
Medical Concept Representation
183-210
Characterizing Biomedical Concept Relationships
Concept Relationships as a Pathway for Knowledge Creation and Discovery
211-236
Biomedical Ontologies
237-275
Information Retrieval and Digital Libraries
277-297
Modeling Text Retrieval in Biomedicine
299-332
Public Access to Anatomic Images
333-358
3D Medical Informatics
Information Science in Multiple Dimensions
359-395
Infectious Diseaxe Informatics and Outbreak detection
399-624
Unit III / Text Mining and Data Mining
399-422
Semantic Interpretation for the Biomedical Research Literature
423-448
Semantic Text Parsing for Patient Records
449-489
Identification of Biological Relationships from Text Documents
491-518
Creating, Modeling, and Visualizing Metabolic Networks
FCModeler and PathBinder for Network Modeling and Creation
519-546
Gene Pathway Text Mining and Visualization
547-571
The Genomic Data Mine
573-592
Exploratory Genomic Data Analysis
593-624
Joint Learning Using Multiple Types of Data and Knowledge
625-647
Back matter

About This Book

Title

Medical Informatics
Knowledge Management and Data Mining in Biomedicine

Editors

Editor Affiliations

The University of Arizona, USA
University of Washington, USA
Columbia University, USA
Oregon Health & Science Univ., USA

Collection

Subjects

Copyright Year

2005

DOI

10.1007/b135955

ISBN

978-0-387-24381-8 (Print) 978-0-387-25739-6 (Online)

Additional Links

About This Book

Publisher

Springer US

SpringerLink Date

Wednesday, July 19, 2006

About This Book Series

Title: Integrated Series in Information Systems
Coverage: Volume 1 / 2002 - Volume 30 / 2012
Collection: Not Assigned
Subjects: None Assigned
ISSN: 1571-0270 (Print)
SpringerLink Date: Friday, January 27, 2006

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