Medical Informatics: Knowledge Management and Data Mining in Biomedicine: 8 - Brossura

Libro 3 di 40: Integrated Series in Information Systems
 
9781441937353: Medical Informatics: Knowledge Management and Data Mining in Biomedicine: 8
Brossura
ISBN 10: 1441937358 ISBN 13: 9781441937353
Casa editrice: Springer, 2010

Sinossi

Medical Informatics and biomedical computing have grown in quantum measure over the past decade. An abundance of advances have come to the foreground in this field with the vast amounts of biomedical and genomic data, the Internet, and the wide application of computer use in all aspects of medical, biological, and health care research and practice. This book 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.

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Contenuti

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.

Product Description

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Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2010
Lingua
Inglese
ISBN 10 
1441937358
ISBN 13 
9781441937353
Rilegatura
Copertina flessibile
Numero di pagine
692
Redattore
Chen Hsinchun, Fuller Sherrilynne S., Friedman Carol, Hersh William
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
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Altre edizioni note dello stesso titolo

9780387243818: Medical Informatics: Knowledge Management And Data Mining in Biomedicine: 8

Edizione in evidenza

ISBN 10:  038724381X ISBN 13:  9780387243818
Casa editrice: Springer Verlag, 2005
Rilegato