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060 4 _aW 26.55.A7
072 7 _aCOM
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082 0 4 _a006.3/5
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049 _aMAIN
245 0 0 _aBiomedical natural language processing /
_cKevin Bretonnel Cohen, University of Colorado ; Dina Demner-Fushman, Lister Hill National Center for Biomedical Communication.
264 1 _aAmsterdam ;
_aPhiladelphia :
_bJohn Benjamins Publishing Company,
_c2014.
300 _a1 online resource
336 _atext
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337 _acomputer
_bc
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338 _aonline resource
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347 _adata file
490 1 _aNatural language processing,
_x1567-8202 ;
_vv. 11
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record.
505 0 _a1. 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.
520 8 _aBiomedical 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 computational biology, as well. The book is suitable as a reference, as well as a text for advanced courses in biomedical natural language processing and text mining
590 _aeBooks on EBSCOhost
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650 0 _aComputational linguistics
_xStatistical methods.
_9990805
650 0 _aNatural language processing (Computer science)
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650 0 _aBiometry.
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650 0 _aMedical statistics.
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650 0 _aData mining.
650 0 _aLinguistics.
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650 0 _aSubject headings.
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650 1 2 _aNatural Language Processing
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650 2 2 _aBiomedical Research
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650 2 2 _aComputational Biology
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650 2 2 _aData Mining
650 2 2 _aLinguistics
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650 2 2 _aVocabulary, Controlled
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650 2 _aBiometry
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650 6 _aLinguistique informatique
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650 6 _aTraitement automatique des langues naturelles.
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650 6 _aBiométrie.
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650 6 _aExploration de données (Informatique)
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650 7 _aNatürliche Sprache
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700 1 _aCohen, Kevin Bretonnel,
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700 1 _aDemner-Fushman, Dina,
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776 0 8 _iPrint version:
_tBiomedical natural language processing
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830 0 _aNatural language processing ;
_vv. 11,
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