| Description |
xliii, 647 pages : illustrations ; 24 cm |
| Series |
Integrated series in information systems
|
|
Integrated series in information systems.
|
| Bibliography |
Includes bibliographical references and index. |
| 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. |
| Summary |
"[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."-- Provided by www.Amazon.com. |
| Subject |
Medical informatics.
|
|
Knowledge management.
|
|
Data mining.
|
|
Knowledge Management (DNLM)D058436 |
|
Data Mining (DNLM)D057225 |
| ISBN |
038724381X |
|
9780387243818 |
|
9781441937353 (pbk.) |
|
1441937358 (pbk.) |
|
