Biomedical natural language processing

by Cohen, Kevin Bretonnel Demner-Fushman, Dina

Type Book

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Biomedical Natural Language Processing" is a comprehensive tour through the classic and current work in the field. It discusses all subjects from both a rule-based and a machine learning approach, and also describes each subject from the perspective of both biological science and clinical medicine. The intended audience is readers who already have a background in natural language processing, but a clear introduction makes it accessible to readers from the fields of bioinformatics and computatio…

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Title Statements

Full title :Biomedical natural language processing / Kevin Bretonnel Cohen, University of Colorado ; Dina Demner-Fushman, Lister Hill National Center forBiomedical Communication.

Summary

Edition Statements

Publication Date:2014.

Publication Statements

Publisher(s):John Benjamins Publishing Company
Place of Publication:Amsterdam
Language:eng
Publication Date:2014.

The Physical Object

Description:1 ressource en ligne.

Edition Identifiers

ISBN:130642464X, 1461957761, 9027271062, 9781306424646, 9781461957768, 9789027271068
oclc:on1348873459
LC Classification:P98.5.S83
Dewey Decimal:006.3/5

1. Introduction to natural language processing -- 2. Historical background -- 3. Named entity recognition -- 4. Relation extraction -- 5. Information retrieval/document classification -- 6. Concept normalization -- 7. Ontologies and computational lexical semantics -- 8. Summarization -- 9. Question-answering -- 10. Software engineering -- 11. Corpus construction andannotation -- References -- Index.

Subjects

Biomedical Research Biométrie Biometry Computational Biology -- methods Computational linguistics -- Statistica… Data Mining linguistics Livres numériques Medical statistics Natural Language Processing Natural language processing (Computer s… Statistique médicale Traitement automatique des langues natu… Vocabulary, Controlled