메뉴 건너뛰기




Volumn , Issue , 2014, Pages 450-457

Generating features for named entity recognition by learning prototypes in semantic space: The case of de-identifying health records

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84922778522     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBM.2014.6999199     Document Type: Conference Paper
Times cited : (16)

References (35)
  • 1
    • 50649122567 scopus 로고    scopus 로고
    • Extracting information from textual documents in the electronic health record: A review of recent research
    • S. M. Meystre, G. K. Savova, K. C. Kipper-Schuler, and J. F. Hurdle, "Extracting information from textual documents in the electronic health record: a review of recent research," Yearb Med Inform, vol. 35, pp. 128-144, 2008.
    • (2008) Yearb Med Inform , vol.35 , pp. 128-144
    • Meystre, S.M.1    Savova, G.K.2    Kipper-Schuler, K.C.3    Hurdle, J.F.4
  • 2
    • 84861235431 scopus 로고    scopus 로고
    • Mining electronic health records: Towards better research applications and clinical care
    • P. B. Jensen, L. J. Jensen, and S. Brunak, "Mining electronic health records: towards better research applications and clinical care," Nature Reviews Genetics, vol. 13, no. 6, pp. 395-405, 2012.
    • (2012) Nature Reviews Genetics , vol.13 , Issue.6 , pp. 395-405
    • Jensen, P.B.1    Jensen, L.J.2    Brunak, S.3
  • 3
    • 0036706501 scopus 로고    scopus 로고
    • Two biomedical sublanguages: A description based on the theories of zellig harris
    • C. Friedman, P. Kra, and A. Rzhetsky, "Two biomedical sublanguages: a description based on the theories of zellig harris," Journal of biomedical informatics, vol. 35, no. 4, pp. 222-235, 2002.
    • (2002) Journal of Biomedical Informatics , vol.35 , Issue.4 , pp. 222-235
    • Friedman, C.1    Kra, P.2    Rzhetsky, A.3
  • 4
    • 24944470272 scopus 로고    scopus 로고
    • Automation of a problem list using natural language processing
    • S. Meystre and P. J. Haug, "Automation of a problem list using natural language processing," BMC medical informatics and decision making, vol. 5, no. 1, p. 30, 2005.
    • (2005) BMC Medical Informatics and Decision Making , vol.5 , Issue.1 , pp. 30
    • Meystre, S.1    Haug, P.J.2
  • 10
    • 47749122510 scopus 로고    scopus 로고
    • A survey of named entity recognition and classification
    • D. Nadeau and S. Sekine, "A survey of named entity recognition and classification," Lingvisticae Investigationes, vol. 30, no. 1, pp. 3-26, 2007.
    • (2007) Lingvisticae Investigationes , vol.30 , Issue.1 , pp. 3-26
    • Nadeau, D.1    Sekine, S.2
  • 12
    • 84922824142 scopus 로고    scopus 로고
    • HIPAA Health Insurance Portability and Accountability (HIPAA) U. S. Department of Health and Human Services
    • HIPAA Health Insurance Portability and Accountability (HIPAA), "U. S. Department of Health and Human Services, http://www. cdc. gov/mmwr/preview/mmwrhtml/m2e411a1. htm," 2003.
    • (2003)
  • 13
    • 77955080124 scopus 로고    scopus 로고
    • Automatic de-identification of textual documents in the electronic health record: A review of recent research
    • S. M. Meystre, F. J. Friedlin, B. R. South, S. Shen, and M. H. Samore, "Automatic de-identification of textual documents in the electronic health record: a review of recent research," BMC medical research methodology, vol. 10, no. 1, p. 70, 2010.
    • (2010) BMC Medical Research Methodology , vol.10 , Issue.1 , pp. 70
    • Meystre, S.M.1    Friedlin, F.J.2    South, B.R.3    Shen, S.4    Samore, M.H.5
  • 16
    • 85117730830 scopus 로고    scopus 로고
    • Name tagging with word clusters and discriminative training
    • Citeseer
    • S. Miller, J. Guinness, and A. Zamanian, "Name tagging with word clusters and discriminative training. " in HLT-NAACL, vol. 4. Citeseer, 2004, pp. 337-342.
    • (2004) HLT-NAACL , vol.4 , pp. 337-342
    • Miller, S.1    Guinness, J.2    Zamanian, A.3
  • 18
    • 61949432274 scopus 로고    scopus 로고
    • Empirical distributional semantics: Methods and ical applications
    • T. Cohen and D. Widdows, "Empirical distributional semantics: methods and ical applications," Journal of Biomedical Informatics, vol. 42, no. 2, pp. 390-405, 2009.
    • (2009) Journal of Biomedical Informatics , vol.42 , Issue.2 , pp. 390-405
    • Cohen, T.1    Widdows, D.2
  • 20
    • 84856376731 scopus 로고    scopus 로고
    • Enhancing clinical concept extraction with distributional semantics
    • S. Jonnalagadda, T. Cohen, S. Wu, and G. Gonzalez, "Enhancing clinical concept extraction with distributional semantics," Journal of biomedical informatics, vol. 45, no. 1, pp. 129-140, 2012.
    • (2012) Journal of Biomedical Informatics , vol.45 , Issue.1 , pp. 129-140
    • Jonnalagadda, S.1    Cohen, T.2    Wu, S.3    Gonzalez, G.4
  • 25
    • 84901278183 scopus 로고    scopus 로고
    • Identifying synonymy between SNOMED Clinical Terms of Varying Length Using Distributional Analysis of Electronic Health Records
    • A. Henriksson, M. Conway, M. Duneld, and W. W. Chapman, "Identifying synonymy between SNOMED Clinical Terms of Varying Length Using Distributional Analysis of Electronic Health Records," in AMIA Annual Symposium Proceedings, 2013, pp. 600-609.
    • (2013) AMIA Annual Symposium Proceedings , pp. 600-609
    • Henriksson, A.1    Conway, M.2    Duneld, M.3    Chapman, W.W.4
  • 26
    • 84922779340 scopus 로고    scopus 로고
    • Releasing a Swedish clinical corpus after removing all words-de-identification experiments with conditional random fields and random forests
    • H. Dalianis and H. Boström, "Releasing a Swedish clinical corpus after removing all words-de-identification experiments with conditional random fields and random forests," in Proceedings of BioTxtM 2012, 2012, pp. 45-48.
    • (2012) Proceedings of BioTxtM , Issue.2012 , pp. 45-48
    • Dalianis, H.1    Boström, H.2
  • 30
    • 81055123749 scopus 로고    scopus 로고
    • De-identifying Swedish clinical textrefinement of a gold standard and experiments with Conditional random fields
    • H. Dalianis and S. Velupillai, "De-identifying Swedish clinical textrefinement of a gold standard and experiments with Conditional random fields," J. Biomedical Semantics, vol. 1, p. 6, 2010.
    • (2010) J. Biomedical Semantics , vol.1 , pp. 6
    • Dalianis, H.1    Velupillai, S.2
  • 31
    • 71549144430 scopus 로고    scopus 로고
    • Developing a standard for de-identifying electronic patient records written in Swedish: Precision, recall and F-measure in a manual and computerized annotation trial
    • S. Velupillai, H. Dalianis, M. Hassel, and G. H. Nilsson, "Developing a standard for de-identifying electronic patient records written in Swedish: Precision, recall and F-measure in a manual and computerized annotation trial," International journal of medical informatics, vol. 78, no. 12, pp. e19-e26, 2009.
    • (2009) International Journal of Medical Informatics , vol.78 , Issue.12 , pp. e19-e26
    • Velupillai, S.1    Dalianis, H.2    Hassel, M.3    Nilsson, G.H.4
  • 32
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • J. Demšar, "Statistical comparisons of classifiers over multiple data sets," The Journal of Machine Learning Research, vol. 7, pp. 1-30, 2006.
    • (2006) The Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demšar, J.1
  • 33
    • 58149287952 scopus 로고    scopus 로고
    • An extension on statistical comparisons of classifiers over multiple data sets for all pairwise comparisons
    • S. Garcia and F. Herrera, "An Extension on" Statistical Comparisons of Classifiers over Multiple Data Sets" for all Pairwise Comparisons," Journal of Machine Learning Research, vol. 9, no. 12, 2008.
    • (2008) Journal of Machine Learning Research , vol.9 , Issue.12
    • Garcia, S.1    Herrera, F.2
  • 34
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • T. G. Dietterich, "Approximate statistical tests for comparing supervised classification learning algorithms," Neural computation, vol. 10, no. 7, pp. 1895-1923, 1998.
    • (1998) Neural Computation , vol.10 , Issue.7 , pp. 1895-1923
    • Dietterich, T.G.1
  • 35
    • 84866420050 scopus 로고    scopus 로고
    • Evaluating current automatic de-identification methods with veteran's health administration clinical documents
    • O. Ferrández, B. R. South, S. Shen, F. J. Friedlin, M. H. Samore, and S. M. Meystre, "Evaluating current automatic de-identification methods with veteran's health administration clinical documents," BMC medical research methodology, vol. 12, no. 1, p. 109, 2012.
    • (2012) BMC Medical Research Methodology , vol.12 , Issue.1 , pp. 109
    • Ferrández, O.1    South, B.R.2    Shen, S.3    Friedlin, F.J.4    Samore, M.H.5    Meystre, S.M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.