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Author:   Vinod D. Kumar ,  Hannah Jane Tipney
Publisher:   Humana Press Inc.
Imprint:   Humana Press Inc.
Edition:   Softcover reprint of the original 1st ed. 2014
Volume:   1159
Weight:   0.780kg
ISBN:  

9781493954292

ISBN 10:   1493954296
Pages:   288
Publication Date:   24 September 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction to Biomedical literature text mining: Context and Objectives.- Accessing Biomedical Literature in the Current Information Landscape.- Mapping of Biomedical Text to Concepts of Lexicons, Terminologies and Ontologies.- Drug Interaction Text Mining.- Biological Information Extraction and Co-occurence Analysis: State of the Art and Perspectives.- Roles of Text Mining in Protein Function Prediction.- Functional Molecular Units for Guiding Biomarker Panel Design.- Mining Biological Networks from Full-text Articles.- Scientific Collaboration Networks using Biomedical Text.- Predicting future discoveries from current scientific literature.- Mining Emerging Biomedical Literature for Understanding Disease Associations in Drug Discovery.- Integrating Literature and Data Mining to Rank Disease Candidate Genes.- Role of Text Mining in Early Identification of Potential Drug Safety Issues.- Systematic Drug Repositioning using Text Mining.- Mining the Electronic Health Record for Disease-Specific Knowledge.

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