Biomedical Literature Mining

Buch | Hardcover
288 Seiten
2014
Humana Press Inc. (Verlag)
978-1-4939-0708-3 (ISBN)

Lese- und Medienproben

Biomedical Literature Mining -
106,99 inkl. MwSt
Biomedical Literature Mining, discusses the multiple facets of modern biomedical literature mining and its many applications in genomics and systems biology.
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.

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.

Reihe/Serie Methods in Molecular Biology ; 1159
Zusatzinfo 36 Illustrations, color; 15 Illustrations, black and white; XII, 288 p. 51 illus., 36 illus. in color.
Verlagsort Totowa, NJ
Sprache englisch
Maße 178 x 254 mm
Themenwelt Informatik Weitere Themen Bioinformatik
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Naturwissenschaften Biologie Genetik / Molekularbiologie
Technik Medizintechnik
Schlagworte biomedical literature • domains • domain-specific mining methods • drug discovery • genomics • Information Retrieval • integrated text-mining approaches • retrieval methods • systems biology
ISBN-10 1-4939-0708-5 / 1493907085
ISBN-13 978-1-4939-0708-3 / 9781493907083
Zustand Neuware
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