Biomedical Literature Mining 1st Edition by Vinod Kumar, Hannah Jane Tipney ISBN 978-1493907083 1493907083

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Product details: 

ISBN 10:   1493907083

ISBN 13: 978-1493907083

Author: Vinod D. Kumar, Hannah Jane Tipney

Biomedical Literature Mining, discusses the multiple facets of modern biomedical literature mining and its many applications in genomics and systems biology. The volume is divided into three sections focusing on information retrieval, integrated text-mining approaches and domain-specific mining methods. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols and key tips on troubleshooting and avoiding known pitfalls.

Authoritative and practical, Biomedical Literature Mining is designed as a useful bioinformatics resource in biomedical literature text mining for both those long experienced in or entirely new to, the field.

Table of contents: 

1. Introduction to Biomedical Literature Text Mining: Context and Objectives

2. Accessing Biomedical Literature in the Current Information Landscape

3. Mapping of Biomedical Text to Concepts of Lexicons, Terminologies and Ontologies

4. Drug Interaction Text Mining

5. Biological Information Extraction and Co-occurrence Analysis: State of the Art and Perspectives

6. Roles of Text Mining in Protein Function Prediction

7. Functional Molecular Units for Guiding Biomarker Panel Design

8. Mining Biological Networks from Full-text Articles

9. Scientific Collaboration Networks using Biomedical Text

10. Predicting Future Discoveries from Current Scientific Literature

11. Mining Emerging Biomedical Literature for Understanding Disease Associations in Drug Discovery

12. Integrating Literature and Data Mining to Rank Disease Candidate Genes

13. Role of Text Mining in Early Identification of Potential Drug Safety Issues

14. Systematic Drug Repositioning using Text Mining

15. Mining the Electronic Health Record for Disease-Specific Knowledge

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Tags: Vinod Kumar, Hannah Jane Tipney, Biomedical Literature