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Volumn 43, Issue 6, 2010, Pages 962-971

Automatically extracting information needs from complex clinical questions

Author keywords

Keyword extraction; Natural language processing; Question analysis; Question answering

Indexed keywords

EXTRACTING INFORMATION; INFORMATION NEED; KEYWORD EXTRACTION; MACHINE-LEARNING; MULTIMEDIA INFORMATION; NATURAL LANGUAGE PROCESSING; PATIENT CARE; QUESTION ANALYSIS; QUESTION ANSWERING; QUESTION ANSWERING SYSTEMS; TOPIC CLASSIFICATION; TRAINING DATA;

EID: 78649332322     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2010.07.007     Document Type: Article
Times cited : (35)

References (88)
  • 2
    • 0025237202 scopus 로고
    • The GP's dilemmas: a study of knowledge need and use during health care consultations
    • Timpka T., Arborelius E. The GP's dilemmas: a study of knowledge need and use during health care consultations. Methods Inf Med 1990, 29:23-29.
    • (1990) Methods Inf Med , vol.29 , pp. 23-29
    • Timpka, T.1    Arborelius, E.2
  • 3
    • 0033825620 scopus 로고    scopus 로고
    • Does the structure of clinical questions affect the outcome of curbside consultations with specialty colleagues?
    • Bergus G.R., Randall C.S., Sinift S.D., Rosenthal D.M. Does the structure of clinical questions affect the outcome of curbside consultations with specialty colleagues?. Arch Fam Med 2000, 9:541-547.
    • (2000) Arch Fam Med , vol.9 , pp. 541-547
    • Bergus, G.R.1    Randall, C.S.2    Sinift, S.D.3    Rosenthal, D.M.4
  • 4
    • 0027104158 scopus 로고
    • The information needs of family physicians: case-specific clinical questions
    • Ely J.W., Burch R.J., Vinson D.C. The information needs of family physicians: case-specific clinical questions. J Fam Pract 1992, 35:265-269.
    • (1992) J Fam Pract , vol.35 , pp. 265-269
    • Ely, J.W.1    Burch, R.J.2    Vinson, D.C.3
  • 6
    • 0022137473 scopus 로고
    • Information needs in office practice: are they being met?
    • Covell D.G., Uman G.C., Manning P.R. Information needs in office practice: are they being met?. Ann Intern Med 1985, 103:596-599.
    • (1985) Ann Intern Med , vol.103 , pp. 596-599
    • Covell, D.G.1    Uman, G.C.2    Manning, P.R.3
  • 7
    • 0029803181 scopus 로고    scopus 로고
    • What clinical information do doctors need?
    • Smith R. What clinical information do doctors need?. BMJ 1996, 313:1062-1068.
    • (1996) BMJ , vol.313 , pp. 1062-1068
    • Smith, R.1
  • 8
    • 0032556171 scopus 로고    scopus 로고
    • How well do physicians use electronic information retrieval systems? A framework for investigation and systematic review
    • Hersh W.R., Hickam D.H. How well do physicians use electronic information retrieval systems? A framework for investigation and systematic review. JAMA 1998, 280:1347-1352.
    • (1998) JAMA , vol.280 , pp. 1347-1352
    • Hersh, W.R.1    Hickam, D.H.2
  • 9
    • 0008867843 scopus 로고    scopus 로고
    • Evidence-based medicine and the Internet
    • Hersh W. Evidence-based medicine and the Internet. ACP J Club 1996, 125:A14-A16.
    • (1996) ACP J Club , vol.125
    • Hersh, W.1
  • 10
    • 1542267917 scopus 로고    scopus 로고
    • Do clinicians use online evidence to support patient care? A study of 55,000 clinicians
    • Westbrook J.I., Gosling A.S., Coiera E. Do clinicians use online evidence to support patient care? A study of 55,000 clinicians. J Am Med Inform Assoc 2004, 11:113-120.
    • (2004) J Am Med Inform Assoc , vol.11 , pp. 113-120
    • Westbrook, J.I.1    Gosling, A.S.2    Coiera, E.3
  • 11
    • 18044392051 scopus 로고    scopus 로고
    • Do online information retrieval systems help experienced clinicians answer clinical questions?
    • Westbrook J.I., Coiera E.W., Gosling A.S. Do online information retrieval systems help experienced clinicians answer clinical questions?. J Am Med Inform Assoc 2005, 12:315-321.
    • (2005) J Am Med Inform Assoc , vol.12 , pp. 315-321
    • Westbrook, J.I.1    Coiera, E.W.2    Gosling, A.S.3
  • 12
    • 2442619120 scopus 로고    scopus 로고
    • Allied health professionals' use of online evidence: a survey of 790 staff working in the Australian public hospital system
    • Gosling A.S., Westbrook J.I. Allied health professionals' use of online evidence: a survey of 790 staff working in the Australian public hospital system. Int J Med Inform 2004, 73:391-401.
    • (2004) Int J Med Inform , vol.73 , pp. 391-401
    • Gosling, A.S.1    Westbrook, J.I.2
  • 13
    • 0037160936 scopus 로고    scopus 로고
    • Obstacles to answering doctors' questions about patient care with evidence: qualitative study
    • Ely J.W., Osheroff J.A., Ebell M.H., Chambliss M.L., Vinson D.C., Stevermer J.J., et al. Obstacles to answering doctors' questions about patient care with evidence: qualitative study. BMJ 2002, 324:710-713.
    • (2002) BMJ , vol.324 , pp. 710-713
    • Ely, J.W.1    Osheroff, J.A.2    Ebell, M.H.3    Chambliss, M.L.4    Vinson, D.C.5    Stevermer, J.J.6
  • 15
    • 58149214038 scopus 로고    scopus 로고
    • Answers to questions posed during daily patient care are more likely to be answered by UpToDate than PubMed
    • Hoogendam A., Stalenhoef A.F., Robbe P.F., Overbeke A.J. Answers to questions posed during daily patient care are more likely to be answered by UpToDate than PubMed. J Med Internet Res 2008, 10:e29.
    • (2008) J Med Internet Res , vol.10
    • Hoogendam, A.1    Stalenhoef, A.F.2    Robbe, P.F.3    Overbeke, A.J.4
  • 16
    • 0036820485 scopus 로고    scopus 로고
    • In search of evidence: family practitioners' use of the Internet for clinical information
    • Cullen R.J. In search of evidence: family practitioners' use of the Internet for clinical information. J Med Libr Assoc 2002, 90:370-379.
    • (2002) J Med Libr Assoc , vol.90 , pp. 370-379
    • Cullen, R.J.1
  • 17
    • 77949400473 scopus 로고    scopus 로고
    • Military medical informatics: accessing information in the deployed environment
    • Stephens M.B., Von Thun A.M. Military medical informatics: accessing information in the deployed environment. Mil Med 2009, 174:259-264.
    • (2009) Mil Med , vol.174 , pp. 259-264
    • Stephens, M.B.1    Von Thun, A.M.2
  • 18
    • 33845453844 scopus 로고    scopus 로고
    • Googling for a diagnosis - use of Google as a diagnostic aid: Internet based study
    • Tang H., Ng J.H. Googling for a diagnosis - use of Google as a diagnostic aid: Internet based study. BMJ 2006, 333:1143-1145.
    • (2006) BMJ , vol.333 , pp. 1143-1145
    • Tang, H.1    Ng, J.H.2
  • 19
    • 34547843627 scopus 로고    scopus 로고
    • Learning radiology a survey investigating radiology resident use of textbooks, journals, and the Internet
    • Kitchin D.R., Applegate K.E. Learning radiology a survey investigating radiology resident use of textbooks, journals, and the Internet. Acad Radiol 2007, 14:1113-1120.
    • (2007) Acad Radiol , vol.14 , pp. 1113-1120
    • Kitchin, D.R.1    Applegate, K.E.2
  • 20
    • 0037045876 scopus 로고    scopus 로고
    • The quality of health information on the Internet
    • Purcell G.P., Wilson P., Delamothe T. The quality of health information on the Internet. BMJ 2002, 324:557-558.
    • (2002) BMJ , vol.324 , pp. 557-558
    • Purcell, G.P.1    Wilson, P.2    Delamothe, T.3
  • 21
    • 0032564896 scopus 로고    scopus 로고
    • Rating health information on the Internet: navigating to knowledge or to Babel?
    • Jadad A.R., Gagliardi A. Rating health information on the Internet: navigating to knowledge or to Babel?. JAMA 1998, 279:611-614.
    • (1998) JAMA , vol.279 , pp. 611-614
    • Jadad, A.R.1    Gagliardi, A.2
  • 22
    • 0030610554 scopus 로고    scopus 로고
    • Assessing, controlling, and assuring the quality of medical information on the Internet: Caveant lector et viewor - let the reader and viewer beware
    • Silberg W.M., Lundberg G.D., Musacchio R.A. Assessing, controlling, and assuring the quality of medical information on the Internet: Caveant lector et viewor - let the reader and viewer beware. JAMA 1997, 277:1244-1245.
    • (1997) JAMA , vol.277 , pp. 1244-1245
    • Silberg, W.M.1    Lundberg, G.D.2    Musacchio, R.A.3
  • 23
    • 33646774627 scopus 로고    scopus 로고
    • The career of radiography: information on the web
    • Glennie E., Kirby A. The career of radiography: information on the web. J Diagn Radiogr Imaging 2006, 6:25-33.
    • (2006) J Diagn Radiogr Imaging , vol.6 , pp. 25-33
    • Glennie, E.1    Kirby, A.2
  • 24
    • 23844527432 scopus 로고    scopus 로고
    • Judging the quality of Internet-based health information
    • Childs S. Judging the quality of Internet-based health information. Perform Meas Metrics 2005, 6:80-96.
    • (2005) Perform Meas Metrics , vol.6 , pp. 80-96
    • Childs, S.1
  • 25
    • 0034676807 scopus 로고    scopus 로고
    • Quality of web based information on treatment of depression: cross sectional survey
    • Griffiths K.M., Christensen H. Quality of web based information on treatment of depression: cross sectional survey. BMJ 2000, 321:1511-1515.
    • (2000) BMJ , vol.321 , pp. 1511-1515
    • Griffiths, K.M.1    Christensen, H.2
  • 26
    • 0035678419 scopus 로고    scopus 로고
    • Consumer health information seeking on the Internet: the state of the art
    • Cline R.J., Haynes K.M. Consumer health information seeking on the Internet: the state of the art. Health Educ Res 2001, 16:671-692.
    • (2001) Health Educ Res , vol.16 , pp. 671-692
    • Cline, R.J.1    Haynes, K.M.2
  • 27
    • 0346888287 scopus 로고    scopus 로고
    • Shortcomings of health information on the Internet
    • Benigeri M., Pluye P. Shortcomings of health information on the Internet. Health Promot Int 2003, 18:381-386.
    • (2003) Health Promot Int , vol.18 , pp. 381-386
    • Benigeri, M.1    Pluye, P.2
  • 28
    • 0030913534 scopus 로고    scopus 로고
    • Commentary: measuring quality and impact of the World Wide Web
    • Wyatt J.C. Commentary: measuring quality and impact of the World Wide Web. BMJ 1997, 314:1879-1881.
    • (1997) BMJ , vol.314 , pp. 1879-1881
    • Wyatt, J.C.1
  • 29
    • 0032089093 scopus 로고    scopus 로고
    • The Internet as a source for current patient information
    • McClung H.J., Murray R.D., Heitlinger L.A. The Internet as a source for current patient information. Pediatrics 1998, 101:E2.
    • (1998) Pediatrics , vol.101
    • McClung, H.J.1    Murray, R.D.2    Heitlinger, L.A.3
  • 30
    • 34748826119 scopus 로고    scopus 로고
    • Websites most frequently used by physician for gathering medical information
    • De Leo G., LeRouge C., Ceriani C., Niederman F. Websites most frequently used by physician for gathering medical information. AMIA Annu Symp Proc 2006, 902.
    • (2006) AMIA Annu Symp Proc , pp. 902
    • De Leo, G.1    LeRouge, C.2    Ceriani, C.3    Niederman, F.4
  • 31
    • 62949112564 scopus 로고    scopus 로고
    • Google Scholar versus PubMed in locating primary literature to answer drug-related questions
    • Freeman M.K., Lauderdale S.A., Kendrach M.G., Woolley T.W. Google Scholar versus PubMed in locating primary literature to answer drug-related questions. Ann Pharmacother 2009, 43:478-484.
    • (2009) Ann Pharmacother , vol.43 , pp. 478-484
    • Freeman, M.K.1    Lauderdale, S.A.2    Kendrach, M.G.3    Woolley, T.W.4
  • 32
    • 0030909832 scopus 로고    scopus 로고
    • Evidence-based approach to the medical literature
    • Fletcher R.H., Fletcher S.W. Evidence-based approach to the medical literature. J Gen Intern Med 1997, 12(Suppl. 2):S5-S14.
    • (1997) J Gen Intern Med , vol.12 , Issue.SUPPL. 2
    • Fletcher, R.H.1    Fletcher, S.W.2
  • 33
  • 34
    • 78649320420 scopus 로고    scopus 로고
    • Being Erlang Shen: identifying answerable questions. In: Proceedings of the nineteenth international joint conference on artificial intelligence on knowledge and reasoning for answering questions;
    • Yu H, Sable C. Being Erlang Shen: identifying answerable questions. In: Proceedings of the nineteenth international joint conference on artificial intelligence on knowledge and reasoning for answering questions; 2005.
    • (2005)
    • Yu, H.1    Sable, C.2
  • 35
    • 33646067775 scopus 로고    scopus 로고
    • Zhu HR. Classifying medical questions based on an evidence taxonomy. In: Proceedings of the AAAI 2005 workshop on question answering in restricted domains;
    • Yu H, Sable C, Zhu HR. Classifying medical questions based on an evidence taxonomy. In: Proceedings of the AAAI 2005 workshop on question answering in restricted domains; 2005.
    • (2005)
    • Yu, H.1    Sable, C.2
  • 36
    • 84890555562 scopus 로고    scopus 로고
    • The semantics of a definiendum constrains both the lexical semantics and the lexicosyntactic patterns in the definiens. In: Proceedings of the BioNLP workshop on linking natural language processing and biology at HLT-NAACL, New York, USA
    • Yu H, Wei Y. The semantics of a definiendum constrains both the lexical semantics and the lexicosyntactic patterns in the definiens. In: Proceedings of the BioNLP workshop on linking natural language processing and biology at HLT-NAACL, New York, USA; 2006. p. 1-8.
    • (2006) , pp. 1-8
    • Yu, H.1    Wei, Y.2
  • 37
    • 34748891068 scopus 로고    scopus 로고
    • Towards answering biological questions with experimental evidence: automatically identifying text that summarize image content in full-text articles
    • Yu H. Towards answering biological questions with experimental evidence: automatically identifying text that summarize image content in full-text articles. AMIA Annu Symp Proc 2006, 834-838.
    • (2006) AMIA Annu Symp Proc , pp. 834-838
    • Yu, H.1
  • 39
    • 34248345449 scopus 로고    scopus 로고
    • Development, implementation, and a cognitive evaluation of a definitional question answering system for physicians
    • Yu H., Lee M., Kaufman D., Ely J., Osheroff J., Hripcsak G., et al. Development, implementation, and a cognitive evaluation of a definitional question answering system for physicians. J Biomed Inform 2007, 40:236-251.
    • (2007) J Biomed Inform , vol.40 , pp. 236-251
    • Yu, H.1    Lee, M.2    Kaufman, D.3    Ely, J.4    Osheroff, J.5    Hripcsak, G.6
  • 40
    • 72849108702 scopus 로고    scopus 로고
    • Automatically extracting information needs from ad hoc clinical questions
    • Yu H., Cao Y.G. Automatically extracting information needs from ad hoc clinical questions. AMIA Annu Symp Proc 2008, 96-100.
    • (2008) AMIA Annu Symp Proc , pp. 96-100
    • Yu, H.1    Cao, Y.G.2
  • 41
    • 78649323028 scopus 로고    scopus 로고
    • Using the weighted keyword models to improve clinical question answering. In: IEEE international conference on bioinformatics & biomedicine workshop NLP approaches for unmet information needs in health care
    • Yu H, Cao YG. Using the weighted keyword models to improve clinical question answering. In: IEEE international conference on bioinformatics & biomedicine workshop NLP approaches for unmet information needs in health care; 2009.
    • (2009)
    • Yu, H.1    Cao, Y.G.2
  • 42
    • 78649319693 scopus 로고    scopus 로고
    • Hierarchical image classification in the bioscience literature
    • Kim D., Yu H. Hierarchical image classification in the bioscience literature. AMIA Annu Symp Proc. 2009, 2009:327-331.
    • (2009) AMIA Annu Symp Proc. , vol.2009 , pp. 327-331
    • Kim, D.1    Yu, H.2
  • 43
    • 79952774054 scopus 로고    scopus 로고
    • Evaluation of the clinical question answering presentation. In: Proceedings of the Workshop on BioNLP, Boulder, Colorado
    • Cao YG, Ely J, Antieau L, Yu H. Evaluation of the clinical question answering presentation. In: Proceedings of the Workshop on BioNLP, Boulder, Colorado, 171-8.
    • Cao, Y.G.1    Ely, J.2    Antieau, L.3    Yu, H.4
  • 44
    • 78649319917 scopus 로고    scopus 로고
    • Using weighted keywords to improve clinical question answering. In: Proceeding of IEEE BIBM workshop in NLP approaches in unmet information needs in health care
    • Cao YG, Ely J, Yu H. Using weighted keywords to improve clinical question answering. In: Proceeding of IEEE BIBM workshop in NLP approaches in unmet information needs in health care; 2009.
    • (2009)
    • Cao, Y.G.1    Ely, J.2    Yu, H.3
  • 45
    • 79953779108 scopus 로고    scopus 로고
    • FigSum: automatically generating structured text summaries for figures in biomedical literature
    • Agarwal S., Yu H. FigSum: automatically generating structured text summaries for figures in biomedical literature. AMIA Annu Symp Proc 2009, 2009:6-10.
    • (2009) AMIA Annu Symp Proc , vol.2009 , pp. 6-10
    • Agarwal, S.1    Yu, H.2
  • 46
    • 38449100055 scopus 로고    scopus 로고
    • A cognitive evaluation of four online search engines for answering definitional questions posed by physicians
    • Yu H., Kaufman K. A cognitive evaluation of four online search engines for answering definitional questions posed by physicians. Pac Symp Biocomput 2007, 328-339.
    • (2007) Pac Symp Biocomput , pp. 328-339
    • Yu, H.1    Kaufman, K.2
  • 47
    • 78649322497 scopus 로고    scopus 로고
    • Answering clinical questions with role identification. In: ACL workshop on natural language processing in biomedicine
    • Niu Y, Hirst G, McArthur G, Rodriguez-Gianolli P. Answering clinical questions with role identification. In: ACL workshop on natural language processing in biomedicine; 2003.
    • (2003)
    • Niu, Y.1    Hirst, G.2    McArthur, G.3    Rodriguez-Gianolli, P.4
  • 48
    • 73949144757 scopus 로고    scopus 로고
    • Leading a horse to water: using automated reminders to increase use of online decision support
    • Cimino J.J., Borotsov D.V. Leading a horse to water: using automated reminders to increase use of online decision support. AMIA Annu Symp Proc 2008, 116-120.
    • (2008) AMIA Annu Symp Proc , pp. 116-120
    • Cimino, J.J.1    Borotsov, D.V.2
  • 49
    • 34047153224 scopus 로고    scopus 로고
    • Evaluation of PICO as a knowledge representation for clinical questions
    • Huang X., Lin J., Demner-Fushman D. Evaluation of PICO as a knowledge representation for clinical questions. AMIA Annu Symp Proc 2006, 359-363.
    • (2006) AMIA Annu Symp Proc , pp. 359-363
    • Huang, X.1    Lin, J.2    Demner-Fushman, D.3
  • 50
    • 34047168718 scopus 로고    scopus 로고
    • Answering clinical questions with knowledge-based and statistical techniques
    • Demner-Fushman D., Lin J. Answering clinical questions with knowledge-based and statistical techniques. Comput Linguist 2007, 33:63-103.
    • (2007) Comput Linguist , vol.33 , pp. 63-103
    • Demner-Fushman, D.1    Lin, J.2
  • 51
    • 78649329095 scopus 로고    scopus 로고
    • Question-answering for biomedicine: methods and state of the art. In: MIE 2005 workshop
    • Zweigenbaum P. Question-answering for biomedicine: methods and state of the art. In: MIE 2005 workshop; 2005.
    • (2005)
    • Zweigenbaum, P.1
  • 52
    • 78649324416 scopus 로고    scopus 로고
    • Question answering in biomedicine. In: EACL workshop on natural language processing for question answering, Budapest
    • Zweigenbaum P. Question answering in biomedicine. In: EACL workshop on natural language processing for question answering, Budapest; 2003. p. 1-4.
    • (2003) , pp. 1-4
    • Zweigenbaum, P.1
  • 53
    • 78649325165 scopus 로고    scopus 로고
    • Answering questions in the genomics domain. In: ACL 2004 workshop on question answering in restricted domain
    • Rinaldi F, Dowdall J, Schneider G, Persidis A. Answering questions in the genomics domain. In: ACL 2004 workshop on question answering in restricted domain; 2004.
    • (2004)
    • Rinaldi, F.1    Dowdall, J.2    Schneider, G.3    Persidis, A.4
  • 54
    • 73949143757 scopus 로고    scopus 로고
    • Infobuttons: anticipatory passive decision support
    • Cimino J. Infobuttons: anticipatory passive decision support. AMIA Annu Symp Proc 2008, 1203-1204.
    • (2008) AMIA Annu Symp Proc , pp. 1203-1204
    • Cimino, J.1
  • 55
    • 85044704591 scopus 로고    scopus 로고
    • Practical considerations for exploiting the world wide web to create infobuttons
    • Cimino J.J., Li J., Allen M., Currie L.M., Graham M., Janetzki V., et al. Practical considerations for exploiting the world wide web to create infobuttons. Medinfo 2004, 11:277-281.
    • (2004) Medinfo , vol.11 , pp. 277-281
    • Cimino, J.J.1    Li, J.2    Allen, M.3    Currie, L.M.4    Graham, M.5    Janetzki, V.6
  • 56
    • 14544278601 scopus 로고    scopus 로고
    • Sharing infobuttons to resolve clinicians' information needs
    • Cimino J.J., Li J. Sharing infobuttons to resolve clinicians' information needs. AMIA Annu Symp Proc 2003, 815.
    • (2003) AMIA Annu Symp Proc , pp. 815
    • Cimino, J.J.1    Li, J.2
  • 58
    • 0036357615 scopus 로고    scopus 로고
    • Theoretical, empirical and practical approaches to resolving the unmet information needs of clinical information system users
    • Cimino J.J., Li J., Bakken S., Patel V.L. Theoretical, empirical and practical approaches to resolving the unmet information needs of clinical information system users. Proc AMIA Symp 2002, 170-174.
    • (2002) Proc AMIA Symp , pp. 170-174
    • Cimino, J.J.1    Li, J.2    Bakken, S.3    Patel, V.L.4
  • 60
    • 77955266157 scopus 로고    scopus 로고
    • Enhancing retrieval of best evidence for health care from bibliographic databases: calibration of the hand search of the literature
    • Wilczynski N.L., McKibbon K.A., Haynes R.B. Enhancing retrieval of best evidence for health care from bibliographic databases: calibration of the hand search of the literature. Medinfo 2001, 393.
    • (2001) Medinfo , pp. 393
    • Wilczynski, N.L.1    McKibbon, K.A.2    Haynes, R.B.3
  • 63
    • 34247370651 scopus 로고    scopus 로고
    • Essie: a concept-based search engine for structured biomedical text
    • Ide N.C., Loane R.F., Demner-Fushman D. Essie: a concept-based search engine for structured biomedical text. J Am Med Inform Assoc 2007, 14:253-263.
    • (2007) J Am Med Inform Assoc , vol.14 , pp. 253-263
    • Ide, N.C.1    Loane, R.F.2    Demner-Fushman, D.3
  • 66
    • 78649334619 scopus 로고    scopus 로고
    • Analysis of semantic classes in medical text for question answering. In: ACL 2004 workshop on question answering in restricted domains
    • Niu Y, Hirst G. Analysis of semantic classes in medical text for question answering. In: ACL 2004 workshop on question answering in restricted domains; 2004.
    • (2004)
    • Niu, Y.1    Hirst, G.2
  • 69
    • 0347356591 scopus 로고    scopus 로고
    • An evaluation of information-seeking behaviors of general pediatricians
    • D'Alessandro D.M., Kreiter C.D., Peterson M.W. An evaluation of information-seeking behaviors of general pediatricians. Pediatrics 2004, 113:64-69.
    • (2004) Pediatrics , vol.113 , pp. 64-69
    • D'Alessandro, D.M.1    Kreiter, C.D.2    Peterson, M.W.3
  • 70
    • 34848922191 scopus 로고    scopus 로고
    • Syntactic sentence compression in the biomedical domain: facilitating access to related articles
    • Lin J., Wilbur W.J. Syntactic sentence compression in the biomedical domain: facilitating access to related articles. Inform Retrieval 2007, 10:393-414.
    • (2007) Inform Retrieval , vol.10 , pp. 393-414
    • Lin, J.1    Wilbur, W.J.2
  • 71
    • 78649324953 scopus 로고    scopus 로고
    • MMTx;. Available from: .
    • MMTx; 2005. Available from: http://mmtx.nlm.nih.gov/docs.shtml.
    • (2005)
  • 72
    • 0032906603 scopus 로고    scopus 로고
    • Representing information in patient reports using natural language processing and the extensible markup language
    • Friedman C., Hripcsak G., Shagina L., Liu H. Representing information in patient reports using natural language processing and the extensible markup language. J Am Med Inform Assoc 1999, 6:76.
    • (1999) J Am Med Inform Assoc , vol.6 , pp. 76
    • Friedman, C.1    Hripcsak, G.2    Shagina, L.3    Liu, H.4
  • 73
    • 0041627757 scopus 로고    scopus 로고
    • A simple algorithm for identifying abbreviation definitions in biomedical text
    • Schwartz A.S., Hearst M.A. A simple algorithm for identifying abbreviation definitions in biomedical text. Pac Symp Biocomput 2003, 451-462.
    • (2003) Pac Symp Biocomput , pp. 451-462
    • Schwartz, A.S.1    Hearst, M.A.2
  • 74
    • 80053293182 scopus 로고    scopus 로고
    • A cascade approach to extracting medication events. In: Proceedings of the Australasian Language Technology Association Workshop
    • Patrick J, Li M, A cascade approach to extracting medication events. In: Proceedings of the Australasian Language Technology Association Workshop 2009;99-103.
    • (2009) , pp. 99-103
    • Patrick, J.1    Li, M.2
  • 75
    • 78649331311 scopus 로고    scopus 로고
    • A hybrid approach to extract medication information from medical discharge summaries. J Am Med Inform Assoc, in press.
    • Li Z, Cao Y, Antieau L, Agarwal S, Zhang Q, Yu H. A hybrid approach to extract medication information from medical discharge summaries. J Am Med Inform Assoc, in press.
    • Li, Z.1    Cao, Y.2    Antieau, L.3    Agarwal, S.4    Zhang, Q.5    Yu, H.6
  • 76
    • 0036579940 scopus 로고    scopus 로고
    • Mapping abbreviations to full forms in biomedical articles
    • Yu H., Hripcsak G., Friedman C. Mapping abbreviations to full forms in biomedical articles. J Am Med Inform Assoc 2002, 9:262-272.
    • (2002) J Am Med Inform Assoc , vol.9 , pp. 262-272
    • Yu, H.1    Hripcsak, G.2    Friedman, C.3
  • 77
    • 84953744816 scopus 로고
    • A statistical interpretation of term specificity and its application in retrieval
    • Jones S.K. A statistical interpretation of term specificity and its application in retrieval. J Doc 1972, 28:11-21.
    • (1972) J Doc , vol.28 , pp. 11-21
    • Jones, S.K.1
  • 78
    • 78649328751 scopus 로고    scopus 로고
    • Building a foundation system for producing short answers to factual questions. In: Eleventh text retrieval conference (TREC-11), Washington, DC
    • Pradhan SS, Illouz G, Blair-Goldensohn SJ, Schlaikjer AH, Krugler V, Filatova E et al. Building a foundation system for producing short answers to factual questions. In: Eleventh text retrieval conference (TREC-11), Washington, DC; 2002.
    • (2002)
    • Pradhan, S.S.1    Illouz, G.2    Blair-Goldensohn, S.J.3    Schlaikjer, A.H.4    Krugler, V.5    Filatova, E.6
  • 80
    • 78649333645 scopus 로고    scopus 로고
    • Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proceedings of the ICML-01
    • Lafferty J, McCallum A, Pereira F. Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proceedings of the ICML-01; 2001. p. 282-9.
    • (2001) , pp. 282-9
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 81
    • 0034832960 scopus 로고    scopus 로고
    • Logistic regression in the medical literature: standards for use and reporting, with particular attention to one medical domain
    • Bagley S.C., White H., Golomb B.A. Logistic regression in the medical literature: standards for use and reporting, with particular attention to one medical domain. J Clin Epidemiol 2001, 54:979-985.
    • (2001) J Clin Epidemiol , vol.54 , pp. 979-985
    • Bagley, S.C.1    White, H.2    Golomb, B.A.3
  • 82
    • 78649328026 scopus 로고    scopus 로고
    • Biomedical named entity recognition using conditional random fields and rich feature sets. In: Proceedings of the international joint workshop on natural language processing in biomedicine and its applications (NLPBA), Geneva, Switzerland
    • Settles B. Biomedical named entity recognition using conditional random fields and rich feature sets. In: Proceedings of the international joint workshop on natural language processing in biomedicine and its applications (NLPBA), Geneva, Switzerland; 2004. p. 104-7.
    • (2004) , pp. 104-7
    • Settles, B.1
  • 85
    • 78649327099 scopus 로고    scopus 로고
    • Using the weighted keyword models to improve biomedical information retrieval. In: AMIA summit on translational bioinformatics, San Francisco, USA
    • Yu H, Cao YG. Using the weighted keyword models to improve biomedical information retrieval. In: AMIA summit on translational bioinformatics, San Francisco, USA; 2009.
    • (2009)
    • Yu, H.1    Cao, Y.G.2
  • 86
    • 78649322370 scopus 로고    scopus 로고
    • TREC 2006 genomics track overview. In: TREC genomics track conference
    • Hersh W, Cohen AM, Roberts P, Rekapalli HK. TREC 2006 genomics track overview. In: TREC genomics track conference; 2006.
    • (2006)
    • Hersh, W.1    Cohen, A.M.2    Roberts, P.3    Rekapalli, H.K.4
  • 87
    • 78649325063 scopus 로고    scopus 로고
    • TREC 2007 genomics track overview. In: The TREC genomics track conference
    • Hersh W, Cohen A, Ruslen L, Roberts P. TREC 2007 genomics track overview. In: The TREC genomics track conference; 2007.
    • (2007)
    • Hersh, W.1    Cohen, A.2    Ruslen, L.3    Roberts, P.4
  • 88
    • 57349175533 scopus 로고    scopus 로고
    • Discovering key concepts in verbose queries. In: Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval
    • Bendersky M, Croft WB. Discovering key concepts in verbose queries. In: Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval; 2008. p. 491-8.
    • (2008) , pp. 491-8
    • Bendersky, M.1    Croft, W.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.