| Document Type
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BL
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| Record Number
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1044662
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| Doc. No
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b799032
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| Title & Author
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Medical informatics : : knowledge management and data mining in biomedicine /\ edited by Hsinchun Chen [and others].
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| Publication Statement
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New York, NY :: Springer,, 2005.
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| Series Statement
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Integrated series in information systems
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| Page. NO
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1 online resource (xliii, 647 pages) :: illustrations
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| ISBN
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038724381X
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: 038725739X
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: 1280623853
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: 6610623856
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: 9780387243818
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: 9780387257396
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: 9781280623851
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: 9786610623853
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Knowledge management, data mining, and text mining in medical informatics -- Mapping medical informatics research -- Bioinformatics challenges and opportunities -- Managing information security and privacy in health care data mining: state of the art -- Ethical and social challenges of electronic health information -- Medical concept representation -- Characterizing biomedical concept relationships: concept relationships as a pathway for knowledge creation and discovery -- Biomedical ontologies -- Information retrieval and digital libraries -- Modeling text retrieval in biomedicine -- Public access to anatomic images -- 3D medical informatics: information science in multiple dimensions -- Infectious disease informatics and outbreak detection -- 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: FCModeler and PathBinder for network modeling and creation -- Gene pathway text mining and visualization -- The genomic data mine -- Exploratory genomic data analysis -- Joint learning using multiple types of data and knowledge.
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| Abstract
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Medical Informatics and biomedical computing have grown in quantum measure over the past decade. This book covers the basic foundations of this area. It introduces and examines the concepts, techniques, and practices of biomedical knowledge management and data mining, and is for biomedical professionals and researchers.
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| Subject
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Data mining.
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Knowledge management.
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Medical informatics.
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Exploration de données (Informatique)
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| Subject
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Gestion des connaissances.
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Médecine-- Informatique.
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| Subject
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Data mining.
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Knowledge management.
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Medical informatics.
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MEDICAL-- Allied Health Services-- Medical Technology.
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MEDICAL-- Biotechnology.
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MEDICAL-- Family General Practice.
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MEDICAL-- Lasers in Medicine.
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TECHNOLOGY ENGINEERING-- Biomedical.
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Data mining.
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Exploration de données (Informatique)
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Geneeskunde.
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Gestion des connaissances.
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Informatica.
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Information Management.
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Knowledge management.
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Médecine-- Informatique.
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Medical informatics.
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| Subject
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Statistics as Topic.
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| Subject
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Medical Informatics.
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| Subject
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Data mining.
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| Subject
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Geneeskunde.
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Informatica.
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Information Management.
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Statistics as Topic.
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| Dewey Classification
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610/.28
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| LC Classification
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R858.M3973 2005
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| NLM classification
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2005 J-938
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W 26.5M48973 2005
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44.32bcl
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44.99bcl
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R319clc
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| Added Entry
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Chen, Hsinchun.
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