בחרו את שפת העמוד:
שפה נוכחית
כניסה עם גוגל
כניסה עם פייסבוק
Biomedical natural language processing
להגדלת הטקסט להקטנת הטקסט- ספר
| כותר |
Biomedical natural language processing / Kevin Bretonnel Cohen, University of Colorado Dina Demner-Fushman, Lister Hill National Center for Biomedical Communication. |
|---|---|
| מהדורה |
1st ed. |
| מוציא לאור |
Amsterdam : J. Benjamins Publishing Company |
| שנה |
[2014] |
| הערות |
Description based upon print version of record. Includes bibliographical references and index. English |
| הערת תוכן ותקציר |
""Biomedical Natural Language Processing"" ""Editorial page "" ""Title page "" ""LCC data "" ""Acknowledgments"" ""Table of contents"" ""List of figures"" ""1. Introduction to natural language processing"" ""1.1 Some definitions "" ""1.1.1 Computational linguistics "" ""1.1.2 Natural language processing "" ""1.1.3 Text mining "" ""1.1.4 Usage of these definitions in practice "" ""1.2 Levels of document and linguistic structure and their relationship to natural language processin"" ""1.2.1 Document structure "" ""1.2.2 Sentences "" ""1.2.3 Tokens "" ""1.2.4 Stems and lemmata """"1.2.5 Part of speech "" ""1.2.6 Syntactic structure "" ""1.2.7 Semantics "" ""2. Historical background"" ""2.1 Early work in the medical domain "" ""2.2 The emergence of the biological domain "" ""2.3 Clinical text mining "" ""2.4 Types of users of biomedical NLP systems "" ""2.5 Resources and tools "" ""US National Library of Medicine "" ""MEDLINE database "" ""Medical Subject Headings "" ""PubMed "" ""GENIA "" ""PubMed Central International "" ""2.6 Legal and ethical issues "" ""2.7 Is biomedical natural language processing effective? "" ""3. Named entity recognition""""3.1 Overview "" ""3.2 The crucial role of named entity recognition in BioNLP tasks "" ""3.3 Why gene names are the way they are "" ""3.4 An example of a rule-based gene NER system: KeX/PROPER "" ""3.5 An example of a statistical disease NER system "" ""3.6 Evaluation "" ""4. Relation extraction"" ""4.1 Introduction "" ""4.1.1 Protein-protein interactions as an information extraction target "" ""4.2 Binarity of most biomedical information extraction systems "" ""4.3 Beyond simple binary relations "" ""4.4 Rule-based systems "" ""4.4.1 Co-occurrence """"4.4.2 Example rule-based systems "" ""4.4.3 Machine learning systems "" ""4.5 Relations in clinical narrative "" ""4.5.1 MedLEE "" ""4.6 SemRep "" ""4.6.1 NegEX "" ""4.7 Evaluation "" ""5. Information retrieval/document classification"" ""5.1 Background "" ""5.1.1 Growth in the biomedical literature "" ""5.1.2 PubMed/MEDLINE "" ""5.2 Issues "" ""5.3 A knowledge-based system that disambiguates gene names "" ""5.4 A phrase-based search engine, with term and concept expansion and probabilistic relevance rankin"" ""5.5 Full text "" ""5.6 Image and figure search """"5.7 Captions "" ""5.7.1 Evaluation "" ""6. Concept normalization"" ""6.1 Gene normalization "" ""6.1.1 The BioCreative definition of the gene normalization task "" ""6.2 Building a successful gene normalization system "" ""6.2.1 Coordination and ranges "" ""6.2.2 An example system "" ""6.3 Normalization and extraction of clinically pertinent terms "" ""6.3.1 MetaMap UMLS mapping tools "" ""7. Ontologies and computational lexical semantics"" ""7.1 Unified Medical Language System (UMLS) "" ""7.1.1 The Gene Ontology "" ""7.2 Recognizing ontology terms in text "" |
| סדרה |
Natural Language Processing, 1567-8202 volume 11 |
| היקף החומר |
1 online resource (172 p.) |
| שפה |
אנגלית |
| שנת זכויות יוצרים |
©2014 |
| מספר מערכת |
997010713230905171 |
תצוגת MARC
תגיות
- Computational linguistics Statistical methods.
- Natural language processing (Computer science)
- Biometry.
- Medical statistics.
- Health Statistical methods
- Health Statistics
- Health statistics
- Medicine Statistical methods
- Medicine Statistics
- Biological statistics
- Biology Statistical methods
- Biometrics (Biology)
- Biostatistics
- NLP (Computer science)
- Automatic language processing
- Language and languages Data processing
- nne Language data processing
- nne Linguistics Data processing
- Natural language processing (Linguistics)
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