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Volumn 21, Issue 5, 2014, Pages 842-849

Word sense disambiguation in the clinical domain: A comparison of knowledge-rich and knowledgepoor unsupervised methods

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; BAYES THEOREM; DATA BASE; KNOWLEDGE BASE; LINGUISTICS; MEDICAL ONTOLOGY; MULTIPARAMETER INTELLIGENT MONITORING IN INTENSIVE CARE DATABASE; SEMANTICS; SUPPORT VECTOR MACHINE; SYSTEMATIZED NOMENCLATURE OF MEDICINE; TOPIC MODELING TECHNIQUE; UNIFIED MEDICAL LANGUAGE SYSTEM; WORD SENSE DISAMBIGUATION;

EID: 84906309468     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1136/amiajnl-2013-002133     Document Type: Article
Times cited : (29)

References (35)
  • 1
    • 50649122567 scopus 로고    scopus 로고
    • Extracting information from textual documents in the electronic health record: a review of recent research
    • Meystre SM, Savova GK, Kipper-Schuler KC, et al. Extracting information from textual documents in the electronic health record: a review of recent research. Yearb Med Inform 2008;35:128-44.
    • (2008) Yearb Med Inform , vol.35 , pp. 128-144
    • Meystre, S.M.1    Savova, G.K.2    Kipper-Schuler, K.C.3
  • 2
    • 79955479858 scopus 로고    scopus 로고
    • Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II): a public-access intensive care unit database
    • Saeed M, Villarroel M, Reisner AT, et al. Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II): a public-access intensive care unit database. Crit Care Med 2011;39:952-60.
    • (2011) Crit Care Med , vol.39 , pp. 952-960
    • Saeed, M.1    Villarroel, M.2    Reisner, A.T.3
  • 3
    • 55549101625 scopus 로고    scopus 로고
    • Word sense disambiguation across two domains: Biomedical literature and clinical notes
    • Savova GK, Coden AR, Sominsky IL, et al. Word sense disambiguation across two domains: Biomedical literature and clinical notes. J Biomed Inform 2008;41:1088-100.
    • (2008) J Biomed Inform , vol.41 , pp. 1088-1100
    • Savova, G.K.1    Coden, A.R.2    Sominsky, I.L.3
  • 4
    • 0345863927 scopus 로고    scopus 로고
    • The Unified Medical Language System (UMLS): integrating biomedical terminology
    • Bodenreider O. The Unified Medical Language System (UMLS): integrating biomedical terminology. Nucleic Acids Res 2004;32(Suppl 1):D267-70.
    • (2004) Nucleic Acids Res , vol.32 , Issue.SUPPL 1
    • Bodenreider, O.1
  • 5
    • 77955287813 scopus 로고    scopus 로고
    • An overview of MetaMap: historical perspective and recent advances
    • Aronson AR, Lang FMM. An overview of MetaMap: historical perspective and recent advances. J Am Med Inform Assoc 2010;17:229-36.
    • (2010) J Am Med Inform Assoc , vol.17 , pp. 229-236
    • Aronson, A.R.1    Lang, F.M.M.2
  • 6
    • 33645287306 scopus 로고    scopus 로고
    • Word sense disambiguation by selecting the best semantic type based on Journal Descriptor Indexing: preliminary experiment
    • Humphrey SM, Rogers WJ, Kilicoglu H, et al. Word sense disambiguation by selecting the best semantic type based on Journal Descriptor Indexing: preliminary experiment. J Am Soc Inform Sci Tech 2006;57:96-113.
    • (2006) J Am Soc Inform Sci Tech , vol.57 , pp. 96-113
    • Humphrey, S.M.1    Rogers, W.J.2    Kilicoglu, H.3
  • 7
    • 34748887675 scopus 로고    scopus 로고
    • Journal descriptor indexing tool for categorizing text according to discipline or semantic type
    • Humphrey SM, Lu CJ, Rogers WJ, et al. Journal descriptor indexing tool for categorizing text according to discipline or semantic type. AMIA Annu Symp Proc 2006;2006:960.
    • (2006) AMIA Annu Symp Proc , vol.2006 , pp. 960
    • Humphrey, S.M.1    Lu, C.J.2    Rogers, W.J.3
  • 8
    • 78149249337 scopus 로고    scopus 로고
    • Graph-based Word Sense Disambiguation of biomedical documents
    • Agirre E, Soroa A, Stevenson M. Graph-based Word Sense Disambiguation of biomedical documents. Bioinformatics 2010;26:2889-96.
    • (2010) Bioinformatics , vol.26 , pp. 2889-2896
    • Agirre, E.1    Soroa, A.2    Stevenson, M.3
  • 9
    • 84871816935 scopus 로고    scopus 로고
    • Knowledge-based method for determining the meaning of ambiguous biomedical terms using information content measures of similarity
    • McInnes BT, Pedersen T, Liu Y, et al. Knowledge-based method for determining the meaning of ambiguous biomedical terms using information content measures of similarity. AMIA Ann Symp Proc 2011;2011:895.
    • (2011) AMIA Ann Symp Proc , vol.2011 , pp. 895
    • McInnes, B.T.1    Pedersen, T.2    Liu, Y.3
  • 10
    • 78650825353 scopus 로고    scopus 로고
    • Knowledge-based biomedical word sense disambiguation: comparison of approaches
    • Jimeno-Yepes A, Aronson A. Knowledge-based biomedical word sense disambiguation: comparison of approaches. BMC Bioinformatics 2010;11:565.
    • (2010) BMC Bioinformatics , vol.11 , pp. 565
    • Jimeno-Yepes, A.1    Aronson, A.2
  • 12
    • 84857161451 scopus 로고    scopus 로고
    • Exploiting domain information for Word Sense Disambiguation of medical documents
    • Stevenson M, Agirre E, Soroa A. Exploiting domain information for Word Sense Disambiguation of medical documents. J Am Med Inform Assoc 2011;19:235-40.
    • (2011) J Am Med Inform Assoc , vol.19 , pp. 235-240
    • Stevenson, M.1    Agirre, E.2    Soroa, A.3
  • 14
    • 63449097339 scopus 로고    scopus 로고
    • Resolving ambiguities in biomedical text with unsupervised clustering approaches.
    • Technical report, University of Minnesota Supercomputing Institute Research Report UMSI 2005/80 and CB Number 2005/21.
    • Savova GK, Pedersen T, Purandare A, et al. Resolving ambiguities in biomedical text with unsupervised clustering approaches. Technical report, University of Minnesota Supercomputing Institute Research Report UMSI 2005/80 and CB Number 2005/21. 2005.
    • (2005)
    • Savova, G.K.1    Pedersen, T.2    Purandare, A.3
  • 17
    • 79952267332 scopus 로고    scopus 로고
    • Duluth-WSI: SenseClusters Applied to the Sense Induction Task of SemEval-2.
    • Uppsala, Sweden: Association for Computational Linguistics
    • Pedersen T. Duluth-WSI: SenseClusters Applied to the Sense Induction Task of SemEval-2. In: Proceedings of the 5th International Workshop on Semantic Evaluation. Uppsala, Sweden: Association for Computational Linguistics, 2010:363-6.
    • (2010) Proceedings of the 5th International Workshop on Semantic Evaluation. , pp. 363-366
    • Pedersen, T.1
  • 18
    • 84922025222 scopus 로고    scopus 로고
    • KCDC: Word Sense Induction by Using Grammatical Dependencies and Sentence Phrase Structure.
    • Uppsala, Sweden: Association for Computational Linguistics
    • Kern R, Muhr M, Granitzer M. KCDC: Word Sense Induction by Using Grammatical Dependencies and Sentence Phrase Structure. In: Proceedings of the 5th International Workshop on Semantic Evaluation. Uppsala, Sweden: Association for Computational Linguistics, 2010:351-4.
    • (2010) Proceedings of the 5th International Workshop on Semantic Evaluation. , pp. 351-354
    • Kern, R.1    Muhr, M.2    Granitzer, M.3
  • 19
    • 84883457361 scopus 로고    scopus 로고
    • HERMIT: Flexible Clustering for the SemEval-2 WSI Task.
    • Uppsala, Sweden: Association for Computational Linguistics
    • Jurgens D, Stevens K. HERMIT: Flexible Clustering for the SemEval-2 WSI Task. In: Proceedings of the 5th International Workshop on Semantic Evaluation. Uppsala, Sweden: Association for Computational Linguistics, 2010;359-62.
    • (2010) Proceedings of the 5th International Workshop on Semantic Evaluation. , pp. 359-362
    • Jurgens, D.1    Stevens, K.2
  • 20
    • 84881178667 scopus 로고    scopus 로고
    • Uoy: Graphs of unambiguous vertices for word sense induction and disambiguation.
    • Association for Computational Linguistics
    • Korkontzelos I, Manandhar S. Uoy: Graphs of unambiguous vertices for word sense induction and disambiguation. In: Proceedings of the 5th international workshop on semantic evaluation. Association for Computational Linguistics, 2010:355-8.
    • (2010) Proceedings of the 5th international workshop on semantic evaluation. , pp. 355-358
    • Korkontzelos, I.1    Manandhar, S.2
  • 22
    • 84880827558 scopus 로고    scopus 로고
    • Combining corpus-derived sense profiles with estimated frequency information to disambiguate clinical abbreviations
    • Xu H, Stetson PD, Friedman C. Combining corpus-derived sense profiles with estimated frequency information to disambiguate clinical abbreviations. AMIA Annu Symp Proc 2012;2012:1004-13.
    • (2012) AMIA Annu Symp Proc , vol.2012 , pp. 1004-1013
    • Xu, H.1    Stetson, P.D.2    Friedman, C.3
  • 24
    • 84880809454 scopus 로고    scopus 로고
    • Automated disambiguation of acronyms and abbreviations in clinical texts: window and training size considerations
    • Moon S, Pakhomov S, Melton GB. Automated disambiguation of acronyms and abbreviations in clinical texts: window and training size considerations. AMIA Annu Symp Proc 2012;2012:1310-19.
    • (2012) AMIA Annu Symp Proc , vol.2012 , pp. 1310-1319
    • Moon, S.1    Pakhomov, S.2    Melton, G.B.3
  • 27
    • 84883305884 scopus 로고    scopus 로고
    • Nonparametric Bayesian Word Sense Induction.
    • The Association for Computer Linguistics
    • Yao X, Durme BV. Nonparametric Bayesian Word Sense Induction. In: Graph-based Methods for Natural Language Processing. The Association for Computer Linguistics, 2011:10-14.
    • (2011) Graph-based Methods for Natural Language Processing. , pp. 10-14
    • Yao, X.1    Durme, B.V.2
  • 30
    • 84906323102 scopus 로고    scopus 로고
    • ClearNLP, Google Code, Computer software.
    • Choi JD. ClearNLP. https://code:google.com/p/clearnlp/. Google Code, 2013. Computer software.
    • (2013)
    • Choi, J.D.1
  • 32
    • 84860643616 scopus 로고    scopus 로고
    • GibbsLDA++: A C/C++ implementation of latent Dirichlet allocation (LDA).
    • Phan XH, Nguyen CT. GibbsLDA++: A C/C++ implementation of latent Dirichlet allocation (LDA). 2007.
    • (2007)
    • Phan, X.H.1    Nguyen, C.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.