Medical Informatics

Knowledge Management and Data Mining in Biomedicine

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

Table of contents (21 chapters)

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  1. Foundational Topics in Medical Informatics

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-33

      Knowledge Management, Data Mining, and Text Mining in Medical Informatics

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      Book Chapter

      Pages 35-62

      Mapping Medical Informatics Research

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      Book Chapter

      Pages 63-94

      Bioinformatics Challenges and Opportunities

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      Book Chapter

      Pages 95-137

      Managing Information Security and Privacy in Healthcare Data Mining

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      Book Chapter

      Pages 139-159

      Ethical and Social Challenges of Electronic Health Information

  2. Information and Knowledge Management

    1. Front Matter

      Pages 161-161

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      Book Chapter

      Pages 163-182

      Medical Concept Representation

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      Pages 183-210

      Characterizing Biomedical Concept Relationships

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      Pages 211-236

      Biomedical Ontologies

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      Book Chapter

      Pages 237-275

      Information Retrieval and Digital Libraries

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      Book Chapter

      Pages 277-297

      Modeling Text Retrieval in Biomedicine

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      Book Chapter

      Pages 299-332

      Public Access to Anatomic Images

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      Book Chapter

      Pages 333-358

      3D Medical Informatics

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      Book Chapter

      Pages 359-395

      Infectious Diseaxe Informatics and Outbreak detection

  3. Text Mining and Data Mining

    1. Front Matter

      Pages 397-397

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      Book Chapter

      Pages 399-422

      Semantic Interpretation for the Biomedical Research Literature

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      Book Chapter

      Pages 423-448

      Semantic Text Parsing for Patient Records

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      Book Chapter

      Pages 449-489

      Identification of Biological Relationships from Text Documents

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      Book Chapter

      Pages 491-518

      Creating, Modeling, and Visualizing Metabolic Networks

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      Book Chapter

      Pages 519-546

      Gene Pathway Text Mining and Visualization

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      Book Chapter

      Pages 547-571

      The Genomic Data Mine

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      Book Chapter

      Pages 573-592

      Exploratory Genomic Data Analysis

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