LEADER 00000cam 2200457 a 4500 001 ocn875677890 003 OCoLC 005 20230414122827.0 008 140404t2010 nyua b 001 0 eng 020 038724381X 020 9780387243818 020 9781441937353|q(pbk.) 020 1441937358|q(pbk.) 035 (OCoLC)875677890 040 TMA|beng|erda|cTMA|dOCLCF|dOCLCQ|dOCLCO|dNQM 049 NQMA 050 4 R858|b.M3973 2010 245 00 Medical informatics :|bknowledge management and data mining in biomedicine /|cedited by Hsinchun Chen [and others]. 264 1 New York, NY :|bSpringer,|c2010. 264 4 |c©2010 300 xliii, 647 pages :|billustrations ;|c24 cm 336 text|btxt|2rdacontent 337 unmediated|bn|2rdamedia 338 volume|bnc|2rdacarrier 490 1 Integrated series in information systems 504 Includes bibliographical references and index. 505 0 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. 520 "[This title] 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 ... These concepts and techniques are illustrated with detailed case studies."--|cProvided by www.Amazon.com. 650 0 Medical informatics. 650 0 Knowledge management. 650 0 Data mining. 650 2 Knowledge Management|0(DNLM)D058436 650 2 Data Mining|0(DNLM)D057225 830 0 Integrated series in information systems. 994 C0|bNQM
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