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Mining the Biomedical Literature by Mark Craven, Hagit Shatkay (Hardcover, 2012)

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About this product

Product Information

A concise introduction to fundamental methods for finding and extracting relevant information from the ever-increasing amounts of biomedical text available The introduction of high-throughput methods has transformed biology into a data-rich science. Knowledge about biological entities and processes has traditionally been acquired by thousands of scientists through decades of experimentation and analysis. The current abundance of biomedical data is accompanied by the creation and quick dissemination of new information. Much of this information and knowledge, however, is represented only in text form-in the biomedical literature, lab notebooks, Web pages, and other sources. Researchers' need to find relevant information in the vast amounts of text has created a surge of interest in automated text-analysis. In this book, Hagit Shatkay and Mark Craven offer a concise and accessible introduction to key ideas in biomedical text mining. The chapters cover such topics as the relevant sources of biomedical text; text-analysis methods in natural language processing; the tasks of information extraction, information retrieval, and text categorization; and methods for empirically assessing text-mining systems. Finally, the authors describe several applications that recognize entities in text and link them to other entities and data resources, support the curation of structured databases, and make use of text to enable further prediction and discovery.

Product Identifiers

Publisher
MIT Press Ltd
ISBN-13
9780262017695
eBay Product ID (ePID)
115037043

Product Key Features

Author
Mark Craven, Hagit Shatkay
Publication Name
Mining the Biomedical Literature
Format
Hardcover
Language
English
Subject
Engineering & Technology
Publication Year
2012
Type
Textbook
Number of Pages
150 Pages

Dimensions

Item Height
229mm
Item Width
175mm
Item Weight
431g

Additional Product Features

Title_Author
Hagit Shatkay, Mark Craven
Series Title
Computational Molecular Biology
Country/Region of Manufacture
United States

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