Beschreibung
Inhaltsangabe1. Introduction to Biomedical Literature Text mining: Context and Objectives Jeffrey D. Saffer and Vicki L. Burnett Part I: Principles of Text mining: Getting Started 2. Accessing Biomedical Literature in the Current Information Landscape Ritu Khare, Robert Leaman and Zhiyong Lu 3. Mapping of Biomedical Text to Concepts of Lexicons, Terminologies and Ontologies Mike Bada 4. Drug Interaction Text Mining Hengyi Wu, ChienWei Chiang, and Lang Li 5. Biological Information Extraction and Co-occurence Analysis: State of the Art and Perspectives Georgios Pavlopoulos, Vasilis Promponas, Christos Ouzounis and Ioannis Iliopoulos Part II: Seeking new Biology by Unlocking "Hidden" Information 6. Roles of Text Mining in Protein Function Prediction Karin Verspoor 7. Functional Molecular Units for Guiding Biomarker Panel Design Andreas Heinzel, Irmgard Mühlberger, Raul Fechete, Bernd Mayer, Paul Perco 8. Mining Biological Networks from Full-text ArticlesJan Czarnecki and Adrian J Shepherd 9. Scientific Collaboration Networks using Biomedical Text Siddhartha Jonnalagadda, Philip Topham, Ryan Peeler, and Edward Silverman 10. Predicting Future Discoveries from Current Scientific LiteratureIngrid Petric, Tanja Urbancic, and Bojan Cestnik Part III: From Electronic Biology to Drug Discovery and Development 11. Mining Emerging Biomedical Literature for Understanding Disease Associations in Drug DiscoveryDeepak K. Rajpal, Xiaoyan A. Qu, Johannes Freudenberg, and Vinod Kumar 12. Integrating Literature and Data Mining to Rank Disease Candidate Genes Chao Wu, Cheng Zhu, and Anil G Jegga13. Role of Text Mining in Early Identification of Potential Drug Safety IssuesMei Liu, Yong Hu, and Buzhou Tang 14. Systematic Drug Repositioning using Text Mining Luis Tari and Jagruti Patel 15. Mining the Electronic Health Record for Disease-Specific KnowledgeElizabeth S. Chen and Indra Neil Sarkar
Produktsicherheitsverordnung
Hersteller:
Humana Press in Springer Science + Business Media
juergen.hartmann@springer.com
Heidelberger Platz 3
DE 14197 Berlin
