Medical Informatics Knowledge Management and Data Mining in Biomedicine /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Chen, Hsinchun (Επιμελητής έκδοσης), Fuller, Sherrilynne S. (Επιμελητής έκδοσης), Friedman, Carol (Επιμελητής έκδοσης), Hersh, William (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2005.
• Σειρά: Integrated Series in Information Systems, 8
• Θέματα: Medicine.; Information technology.; Business > Data processing.; Health informatics.; Computers.; E-commerce.; Bioinformatics.; Biomedical engineering.; Medicine & Public Health.; Health Informatics.; IT in Business.; Information Systems and Communication Service.; Biomedical Engineering.; e-Commerce/e-business.

Knowledge Management and Data Mining in Biomedicine 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 introd...

Πίνακας περιεχομένων:

• Foundational Topics in Medical Informatics
• Knowledge Management, Data Mining, and Text Mining in Medical Informatics
• Mapping Medical Informatics Research
• Bioinformatics Challenges and Opportunities
• Managing Information Security and Privacy in Healthcare Data Mining
• Ethical and Social Challenges of Electronic Health Information
• Information and Knowledge Management
• Medical Concept Representation
• Characterizing Biomedical Concept Relationships
• Biomedical Ontologies
• Information Retrieval and Digital Libraries
• Modeling Text Retrieval in Biomedicine
• Public Access to Anatomic Images
• 3D Medical Informatics
• Infectious Diseaxe Informatics and Outbreak detection
• Text Mining and Data Mining
• 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
• Gene Pathway Text Mining and Visualization
• The Genomic Data Mine
• Exploratory Genomic Data Analysis
• Joint Learning Using Multiple Types of Data and Knowledge.