메뉴 건너뛰기




Volumn 7884 LNAI, Issue , 2013, Pages 77-88

Unsupervised extraction of diagnosis codes from EMRs using knowledge-based and extractive text summarization techniques

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC EXTRACTION; ELECTRONIC MEDICAL RECORDS (EMRS); ENSEMBLE APPROACHES; INTERNATIONAL CLASSIFICATION OF DISEASE; NAMED ENTITY RECOGNITION; UNIVERSITY OF KENTUCKY; UNSUPERVISED EXTRACTION; UNSUPERVISED METHOD;

EID: 84884492249     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-38457-8_7     Document Type: Conference Paper
Times cited : (17)

References (16)
  • 1
    • 84884496710 scopus 로고    scopus 로고
    • American Medical Association: Preparing for the icd-10 code set (2010), http://www.ama-assn.org/ama1/pub/upload/mm/399/icd10-icd9-differences-fact- sheet.pdf
    • (2010) Preparing for the Icd-10 Code Set
  • 2
    • 84884491929 scopus 로고    scopus 로고
    • National Center for Health Statistics and the Centers for Medicare and Medicaid Services
    • National Center for Health Statistics and the Centers for Medicare and Medicaid Services (2011), http://www.cdc.gov/nchs/icd/icd9cm.htm
    • (2011)
  • 7
    • 46949090420 scopus 로고    scopus 로고
    • Three approaches to automatic assignment of icd-9-cm codes to radiology reports
    • Goldstein, I., Arzumtsyan, A., Uzuner, O.: Three approaches to automatic assignment of icd-9-cm codes to radiology reports. In: Proceedings of AMIA Symposium, pp. 279-283 (2007)
    • (2007) Proceedings of AMIA Symposium , pp. 279-283
    • Goldstein, I.1    Arzumtsyan, A.2    Uzuner, O.3
  • 9
    • 44649122876 scopus 로고    scopus 로고
    • Automatic construction of rule-based icd-9-cm coding systems
    • Farkas, R., Szarvas, G.: Automatic construction of rule-based icd-9-cm coding systems. BMC Bioinformatics 9(S-3) (2008)
    • (2008) BMC Bioinformatics , vol.9 , Issue.S-3
    • Farkas, R.1    Szarvas, G.2
  • 10
    • 33747880992 scopus 로고    scopus 로고
    • Automating the assignment of diagnosis codes to patient encounters using example-based and machine learning techniques
    • Pakhomov, S.V.S., Buntrock, J.D., Chute, C.G.: Automating the assignment of diagnosis codes to patient encounters using example-based and machine learning techniques. J. American Medical Informatics Assoc. 13(5), 516-525 (2006)
    • (2006) J. American Medical Informatics Assoc. , vol.13 , Issue.5 , pp. 516-525
    • Pakhomov, S.V.S.1    Buntrock, J.D.2    Chute, C.G.3
  • 11
    • 47749122510 scopus 로고    scopus 로고
    • A survey of named entity recognition and classification
    • Nadeau, D., Sekine, S.: A survey of named entity recognition and classification. Lingvisticae Investigationes 30(1), 3-26 (2007)
    • (2007) Lingvisticae Investigationes , vol.30 , Issue.1 , pp. 3-26
    • Nadeau, D.1    Sekine, S.2
  • 12
    • 77955287813 scopus 로고    scopus 로고
    • An overview of metamap: Historical perspective and recent advances
    • Aronson, A.R., Lang, F.M.: An overview of metamap: historical perspective and recent advances. J. American Medical Informatics Assoc. 17(3), 229-236 (2010)
    • (2010) J. American Medical Informatics Assoc. , vol.17 , Issue.3 , pp. 229-236
    • Aronson, A.R.1    Lang, F.M.2
  • 13
    • 80052224671 scopus 로고    scopus 로고
    • The C-value/NC-value method of Automatic Recognition for Multi-word Terms
    • Research and Advanced Technology for Digital Libraries
    • Frantzi, K.T., Ananiadou, S., Tsujii, J.: The C - value/NC - value Method of Automatic Recognition for Multi-word Terms. In: Nikolaou, C., Stephanidis, C. (eds.) ECDL 1998. LNCS, vol. 1513, pp. 585-604. Springer, Heidelberg (1998) (Pubitemid 128145548)
    • (1998) LECTURE NOTES IN COMPUTER SCIENCE , Issue.1513 , pp. 585-604
    • Frantzi, K.T.1    Ananiadou, S.2    Tsujii, J.3
  • 15
    • 85114317854 scopus 로고    scopus 로고
    • Textrank: Bringing order into text
    • Mihalcea, R., Tarau, P.: Textrank: Bringing order into text. In: Proceedings of EMNLP, pp. 404-411 (2004)
    • (2004) Proceedings of EMNLP , pp. 404-411
    • Mihalcea, R.1    Tarau, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.