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

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 medic...

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Bibliographic Details
Other Authors:	Cohen, Kevin Bretonnel (Editor), Demner-Fushman, Dina (Editor)
Format:	eBook
Language:	English
Published:	Amsterdam ; Philadelphia : John Benjamins Publishing Company, 2014.
Series:	Natural language processing ; v. 11,
Subjects:	Computational linguistics > Statistical methods. Natural language processing (Computer science) Biometry. Medical statistics. Data mining. Linguistics. Subject headings. biometrics. linguistics. controlled vocabularies. thesauri. COMPUTERS > General. Subject headings Linguistics Data mining Biometry Computational linguistics > Statistical methods Medical statistics Biowissenschaften Computerlinguistik Medizin Natürliche Sprache Wissenschaftlicher Text
Online Access:	Click for online access

Table of Contents:

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 and annotation
References
Index.

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

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