Princeton University Library Catalog

Medical informatics : knowledge management and data mining in biomedicine / edited by Hsinchun Chen ... [et al.].

Format:
Book
Language:
English
Published/​Created:
New York, NY : Springer, 2005.
Description:
xliii, 647 p. : ill. ; 24 cm.
Series:
Integrated series in information systems. [More in this series]
Bibliographic references:
Includes bibliographical references and index.
Contents:
Ch. 1. Knowledge management, data mining, and text mining in medical informatics -- Ch. 2. Mapping medical informatics research -- Ch. 3. Bioinformatics challenges and opportunities -- Ch. 4. Managing information security and privacy in health care data mining : state of the art -- Ch. 5. Ethical and social challenges of electronic health information -- Ch. 6. Medical concept representation -- Ch. 7. Characterizing biomedical concept relationships : concept relationships as a pathway for knowledge creation and discovery -- Ch. 8. Biomedical ontologies -- Ch. 9. Information retrieval and digital libraries -- Ch. 10. Modeling text retrieval in biomedicine -- Ch. 11. Public access to anatomic images -- Ch. 12. 3D medical informatics : information science in multiple dimensions -- Ch. 13. Infectious disease informatics and outbreak detection -- Ch. 14. Semantic interpretation for the biomedical research literature -- Ch. 15. Semantic text parsing for patient records -- Ch. 16. Identification of biological relationships from text documents -- Ch. 17. Creating, modeling and visualizing metabolic networks : FCModeler and PathBinder for network modeling and creation -- Ch. 18. Gene pathway text mining and visualization -- Ch. 19. The genomic data mine -- Ch. 20. Exploratory genomic data analysis -- Ch. 21. Joint learning using multiple types of data and knowledge.
Subject(s):
ISBN:
  • 038724381X
  • 038725739X (ebook)
LCCN:
2005044125
OCLC:
58791073
International Article Number:
  • 9780387243818
  • 9780387257396
Related name:
RCP:
C - S