Medical Informatics

Knowledge Management and Data Mining in Biomedicine

AvHsinchun Chen,Sherrilynne S. Fuller

Häftad, Engelska, 2010

Del 8 i serien Integrated Series in Information Systems

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2010-12-08
Mått:155 x 235 x 39 mm
Vikt:984 g
Format:Häftad
Språk:Engelska
Serie:Integrated Series in Information Systems
Antal sidor:648
Förlag:Springer-Verlag New York Inc.
ISBN:9781441937353

Utforska kategorier

Innehållsförteckning

Foundational Topics in Medical Informatics.- Knowledge Management, Data Mining, and Text Mining in Medical Informatics.- Mapping Medical Informatics Research.- Bioinformatics Challenges and Opportunities.- Managing Information Security and Privacy in Healthcare Data Mining.- Ethical and Social Challenges of Electronic Health Information.- Information and Knowledge Management.- Medical Concept Representation.- Characterizing Biomedical Concept Relationships.- Biomedical Ontologies.- Information Retrieval and Digital Libraries.- Modeling Text Retrieval in Biomedicine.- Public Access to Anatomic Images.- 3D Medical Informatics.- Infectious Diseaxe Informatics and Outbreak detection.- Text Mining and Data Mining.- Semantic Interpretation for the Biomedical Research Literature.- Semantic Text Parsing for Patient Records.- Identification of Biological Relationships from Text Documents.- Creating, Modeling, and Visualizing Metabolic Networks.- Gene Pathway Text Mining and Visualization.- The Genomic Data Mine.- Exploratory Genomic Data Analysis.- Joint Learning Using Multiple Types of Data and Knowledge.