Title:
Medical informatics : knowledge management and data mining in biomedicine / edited by Hsinchun Chen ... [et al.].
Integrated series in information systems
Author:
Chen, Hsinchun. editor.
General Notes:
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.
Publisher:
Springer,
Publication Place:
New York, NY :
ISBN:
038724381X
9780387243818 (HB)
038725739X (ebook)
9780387257396 (e-book)
Subject:
Medical informatics.
Knowledge management.
Data mining.
Informatica.
Geneeskunde.
Data mining.
Médecine -- Informatique.
Gestion des connaissances.
Exploration de données (Informatique)
Medical Informatics.
Information Management.
Statistics as Topic.
Series:
Integrated series in information systems
Contents:
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.
Physical Description:
xliii, 647 p. : ill. ;
Electronic Location:
http://www.loc.gov/catdir/enhancements/fy0663/2005044125-d.html
http://www.loc.gov/catdir/enhancements/fy0819/2005044125-t.html
Publication Date:
2005.
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