knowledge management and data mining in biomedicine /
edited by Hsinchun Chen [and others].
New York, NY :
Springer,
2005.
1 online resource (xliii, 647 pages) :
illustrations
Integrated series in information systems
Includes bibliographical references and index.
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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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.
Springer
978-0-387-24381-8
Medical informatics.
038724381X
Springer e-books
Data mining.
Knowledge management.
Medical informatics.
Information Management.
Medical Informatics.
Statistics as Topic.
Exploration de données (Informatique)
Gestion des connaissances.
Médecine-- Informatique.
Data mining.
Data mining.
Data mining.
Exploration de données (Informatique)
Geneeskunde.
Geneeskunde.
Gestion des connaissances.
Informatica.
Informatica.
Information Management.
Knowledge management.
Knowledge management.
Médecine-- Informatique.
MEDICAL-- Allied Health Services-- Medical Technology.