Biomedical natural language processing /:
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...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam ; Philadelphia :
John Benjamins Publishing Company,
2014.
|
| Schriftenreihe: | Natural language processing ;
v. 11, |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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 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 |
| Beschreibung: | 1 online resource |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781461957768 1461957761 9027271062 9789027271068 9781306424646 130642464X |
| ISSN: | 1567-8202 ; |
Internformat
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| 505 | 0 | |a 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. | |
| 520 | 8 | |a 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 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 | |
| 546 | |a English. | ||
| 650 | 0 | |a Computational linguistics |x Statistical methods. | |
| 650 | 0 | |a Natural language processing (Computer science) |0 http://id.loc.gov/authorities/subjects/sh88002425 | |
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| 650 | 0 | |a Medical statistics. |0 http://id.loc.gov/authorities/subjects/sh85083031 | |
| 650 | 0 | |a Data mining. |0 http://id.loc.gov/authorities/subjects/sh97002073 | |
| 650 | 0 | |a Linguistics. |0 http://id.loc.gov/authorities/subjects/sh85077222 | |
| 650 | 0 | |a Subject headings. |0 http://id.loc.gov/authorities/subjects/sh85129426 | |
| 650 | 1 | 2 | |a Natural Language Processing |
| 650 | 2 | 2 | |a Biomedical Research |
| 650 | 2 | 2 | |a Computational Biology |x methods |
| 650 | 2 | 2 | |a Data Mining |
| 650 | 2 | 2 | |a Linguistics |
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| 650 | 6 | |a Linguistique informatique |x Méthodes statistiques. | |
| 650 | 6 | |a Traitement automatique des langues naturelles. | |
| 650 | 6 | |a Biométrie. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Linguistique. | |
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| 700 | 1 | |a Cohen, Kevin Bretonnel, |e editor. | |
| 700 | 1 | |a Demner-Fushman, Dina, |e editor. | |
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| 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. |
| ctrlnum | (OCoLC)870537408 |
| dewey-full | 006.3/5 |
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| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/5 |
| dewey-search | 006.3/5 |
| dewey-sort | 16.3 15 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| genre | Medical statistics fast Medical statistics. lcgft http://id.loc.gov/authorities/genreForms/gf2019026082 |
| genre_facet | Medical statistics Medical statistics. |
| id | ZDB-4-EBA-ocn870537408 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-27T13:25:48Z |
| institution | BVB |
| isbn | 9781461957768 1461957761 9027271062 9789027271068 9781306424646 130642464X |
| issn | 1567-8202 ; |
| language | English |
| oclc_num | 870537408 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource |
| psigel | ZDB-4-EBA |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | John Benjamins Publishing Company, |
| record_format | marc |
| series | Natural language processing ; |
| series2 | Natural language processing, |
| spelling | Biomedical natural language processing / Kevin Bretonnel Cohen, University of Colorado ; Dina Demner-Fushman, Lister Hill National Center for Biomedical Communication. Amsterdam ; Philadelphia : John Benjamins Publishing Company, 2014. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Natural language processing, 1567-8202 ; v. 11 Includes bibliographical references and index. Print version record. 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" 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 English. Computational linguistics Statistical methods. Natural language processing (Computer science) http://id.loc.gov/authorities/subjects/sh88002425 Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Linguistics. http://id.loc.gov/authorities/subjects/sh85077222 Subject headings. http://id.loc.gov/authorities/subjects/sh85129426 Natural Language Processing Biomedical Research Computational Biology methods Data Mining Linguistics Vocabulary, Controlled Biometry https://id.nlm.nih.gov/mesh/D001699 Linguistique informatique Méthodes statistiques. Traitement automatique des langues naturelles. Biométrie. Exploration de données (Informatique) Linguistique. Vocabulaires contrôlés. biometrics. aat linguistics. aat controlled vocabularies. aat thesauri. aat COMPUTERS General. bisacsh Subject headings fast Linguistics fast Data mining fast Biometry fast Computational linguistics Statistical methods fast Medical statistics fast Natural language processing (Computer science) fast Biowissenschaften gnd Computerlinguistik gnd http://d-nb.info/gnd/4035843-4 Medizin gnd Natürliche Sprache gnd http://d-nb.info/gnd/4041354-8 Wissenschaftlicher Text gnd Medical statistics. lcgft http://id.loc.gov/authorities/genreForms/gf2019026082 Cohen, Kevin Bretonnel, editor. Demner-Fushman, Dina, editor. Print version: Biomedical natural language processing 9789027249975 (DLC) 2013029704 (OCoLC)855488812 Natural language processing ; v. 11, 1567-8202 http://id.loc.gov/authorities/names/n91086627 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=697788 Volltext |
| spellingShingle | Biomedical natural language processing / Natural language processing ; 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. Computational linguistics Statistical methods. Natural language processing (Computer science) http://id.loc.gov/authorities/subjects/sh88002425 Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Linguistics. http://id.loc.gov/authorities/subjects/sh85077222 Subject headings. http://id.loc.gov/authorities/subjects/sh85129426 Natural Language Processing Biomedical Research Computational Biology methods Data Mining Linguistics Vocabulary, Controlled Biometry https://id.nlm.nih.gov/mesh/D001699 Linguistique informatique Méthodes statistiques. Traitement automatique des langues naturelles. Biométrie. Exploration de données (Informatique) Linguistique. Vocabulaires contrôlés. biometrics. aat linguistics. aat controlled vocabularies. aat thesauri. aat COMPUTERS General. bisacsh Subject headings fast Linguistics fast Data mining fast Biometry fast Computational linguistics Statistical methods fast Medical statistics fast Natural language processing (Computer science) fast Biowissenschaften gnd Computerlinguistik gnd http://d-nb.info/gnd/4035843-4 Medizin gnd Natürliche Sprache gnd http://d-nb.info/gnd/4041354-8 Wissenschaftlicher Text gnd |
| subject_GND | http://id.loc.gov/authorities/subjects/sh88002425 http://id.loc.gov/authorities/subjects/sh85014244 http://id.loc.gov/authorities/subjects/sh85083031 http://id.loc.gov/authorities/subjects/sh97002073 http://id.loc.gov/authorities/subjects/sh85077222 http://id.loc.gov/authorities/subjects/sh85129426 https://id.nlm.nih.gov/mesh/D001699 http://d-nb.info/gnd/4035843-4 http://d-nb.info/gnd/4041354-8 http://id.loc.gov/authorities/genreForms/gf2019026082 |
| title | Biomedical natural language processing / |
| title_auth | Biomedical natural language processing / |
| title_exact_search | Biomedical natural language processing / |
| title_full | Biomedical natural language processing / Kevin Bretonnel Cohen, University of Colorado ; Dina Demner-Fushman, Lister Hill National Center for Biomedical Communication. |
| title_fullStr | Biomedical natural language processing / Kevin Bretonnel Cohen, University of Colorado ; Dina Demner-Fushman, Lister Hill National Center for Biomedical Communication. |
| title_full_unstemmed | Biomedical natural language processing / Kevin Bretonnel Cohen, University of Colorado ; Dina Demner-Fushman, Lister Hill National Center for Biomedical Communication. |
| title_short | Biomedical natural language processing / |
| title_sort | biomedical natural language processing |
| topic | Computational linguistics Statistical methods. Natural language processing (Computer science) http://id.loc.gov/authorities/subjects/sh88002425 Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Linguistics. http://id.loc.gov/authorities/subjects/sh85077222 Subject headings. http://id.loc.gov/authorities/subjects/sh85129426 Natural Language Processing Biomedical Research Computational Biology methods Data Mining Linguistics Vocabulary, Controlled Biometry https://id.nlm.nih.gov/mesh/D001699 Linguistique informatique Méthodes statistiques. Traitement automatique des langues naturelles. Biométrie. Exploration de données (Informatique) Linguistique. Vocabulaires contrôlés. biometrics. aat linguistics. aat controlled vocabularies. aat thesauri. aat COMPUTERS General. bisacsh Subject headings fast Linguistics fast Data mining fast Biometry fast Computational linguistics Statistical methods fast Medical statistics fast Natural language processing (Computer science) fast Biowissenschaften gnd Computerlinguistik gnd http://d-nb.info/gnd/4035843-4 Medizin gnd Natürliche Sprache gnd http://d-nb.info/gnd/4041354-8 Wissenschaftlicher Text gnd |
| topic_facet | 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 |
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| work_keys_str_mv | AT cohenkevinbretonnel biomedicalnaturallanguageprocessing AT demnerfushmandina biomedicalnaturallanguageprocessing |