Biomedical natural language processing /

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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 medic...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Cohen, Kevin Bretonnel (Editor ), Demner-Fushman, Dina (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Philadelphia : John Benjamins Publishing Company, 2014.
Colección:Natural language processing ; v. 11,
Temas:
Computational linguistics > Statistical methods.
Natural language processing (Computer science)
Biometry.
Medical statistics.
Data mining.
Linguistics.
Subject headings.
Natural Language Processing
Biomedical Research
Computational Biology > methods
Data Mining
Linguistics
Vocabulary, Controlled
Biometry
Linguistique informatique > Méthodes statistiques.
Traitement automatique des langues naturelles.
Biométrie.
Exploration de données (Informatique)
Linguistique.
Vocabulaires contrôlés.
biometrics.
linguistics.
controlled vocabularies.
thesauri.
COMPUTERS > General.
Subject headings
Data mining
Computational linguistics > Statistical methods
Medical statistics
Biowissenschaften
Computerlinguistik
Medizin
Natürliche Sprache
Wissenschaftlicher Text
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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