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Volumn 17, Issue 4, 2010, Pages 446-453

A new algorithm for reducing the workload of experts in performing systematic reviews

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BAYESIAN LEARNING; CLASSIFICATION ALGORITHM; CLASSIFIER; DRUG CLASSIFICATION; DRUG EFFICACY; MESH HEADING; SYSTEMATIC REVIEW; SYSTEMATIC REVIEW (TOPIC); VALIDATION PROCESS; WORKLOAD; ALGORITHM; AUTOMATION; BAYES THEOREM; CLASSIFICATION; DECISION SUPPORT SYSTEM; DRUG THERAPY; EVIDENCE BASED MEDICINE; HUMAN; INFORMATION RETRIEVAL; LITERATURE; PRODUCTIVITY;

EID: 77958155653     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1136/jamia.2010.004325     Document Type: Article
Times cited : (89)

References (27)
  • 1
    • 0030027092 scopus 로고    scopus 로고
    • Evidence based medicine: what it is and what it isn't
    • Sackett DL, Rosenberg WM, Gray JA, et al. Evidence based medicine: what it is and what it isn't. BMJ 1996;312:71-2.
    • (1996) BMJ , vol.312 , pp. 71-72
    • Sackett, D.L.1    Rosenberg, W.M.2    Gray, J.A.3
  • 2
    • 0032441983 scopus 로고    scopus 로고
    • Evidence-based medicine in a nutshell
    • Bigby M. Evidence-based medicine in a nutshell. Arch Dermatol 1998;123:1609-18.
    • (1998) Arch Dermatol , vol.123 , pp. 1609-1618
    • Bigby, M.1
  • 3
    • 14544274562 scopus 로고    scopus 로고
    • Text categorization models for retrieval of high quality articles in internal medicine
    • Aphinyanaphongs Y, Aliferis CF. Text categorization models for retrieval of high quality articles in internal medicine. J Am Med Inform Assoc 2005;12:207-16.
    • (2005) J Am Med Inform Assoc , vol.12 , pp. 207-216
    • Aphinyanaphongs, Y.1    Aliferis, C.F.2
  • 4
    • 0344080097 scopus 로고
    • Guest editorialdspecial issue on text categorization
    • Lewis DD, Hayes PJ. Guest editorialdspecial issue on text categorization. ACM Trans Inf Syst 1994;12:231.
    • (1994) ACM Trans Inf Syst , vol.12 , pp. 231
    • Lewis, D.D.1    Hayes, P.J.2
  • 5
    • 78650930290 scopus 로고    scopus 로고
    • eds. AAAI/ICML Workshop, WS-98-05. Menlo Park, CA, USA: AAAI Press Learning for text categorization
    • Sahami M, Craven M, Joachims T, et al, eds. Learning for text categorization. AAAI/ICML Workshop, WS-98-05. Menlo Park, CA, USA: AAAI Press, 1998.
    • (1998)
    • Sahami, M.1    Craven, M.2    Joachims, T.3
  • 6
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani F. Machine learning in automated text categorization. ACM Computing Surveys 2002;34:1-47.
    • (2002) ACM Computing Surveys , vol.34 , pp. 1-47
    • Sebastiani, F.1
  • 7
    • 0028541191 scopus 로고
    • Developing optimal search strategies for detecting clinically sound studies in MEDLINE
    • Haynes RB, Wilczynski N, McKibbon KA, et al. Developing optimal search strategies for detecting clinically sound studies in MEDLINE. J Am Med Inform Assoc 1994;1:447-58.
    • (1994) J Am Med Inform Assoc , vol.1 , pp. 447-458
    • Haynes, R.B.1    Wilczynski, N.2    McKibbon, K.A.3
  • 8
    • 14544279087 scopus 로고    scopus 로고
    • Developing optimal search strategies for detecting clinically sound causation studies in MEDLINE
    • Wilczynski NL, Haynes RB. Developing optimal search strategies for detecting clinically sound causation studies in MEDLINE. AMIA Annu Symp Proc 2003; 719-23.
    • (2003) AMIA Annu Symp Proc , pp. 719-723
    • Wilczynski, N.L.1    Haynes, R.B.2
  • 9
    • 14544293158 scopus 로고    scopus 로고
    • Developing optimal search strategies for detecting sound clinical prediction studies in MEDLINE
    • Wong SS, Wilczynski NL, Haynes RB, et al. Developing optimal search strategies for detecting sound clinical prediction studies in MEDLINE. AMIA Annu Symp Proc 2003;728-32.
    • (2003) AMIA Annu Symp Proc , pp. 728-732
    • Wong, S.S.1    Wilczynski, N.L.2    Haynes, R.B.3
  • 10
    • 33644696493 scopus 로고    scopus 로고
    • Reducing workload in systematic review preparation using automated citation\classification
    • Cohen AM, Hersh WR, Peterson K, et al. Reducing workload in systematic review preparation using automated citation\classification. J Am Med Inform Assoc 2006;13:206-19.
    • (2006) J Am Med Inform Assoc , vol.13 , pp. 206-219
    • Cohen, A.M.1    Hersh, W.R.2    Peterson, K.3
  • 11
    • 69549134271 scopus 로고    scopus 로고
    • Optimizing feature representation for automated systematic review work prioritization
    • Cohen A. Optimizing feature representation for automated systematic review work prioritization. AMIA Annu Symp Proc 2008:121-5.
    • (2008) AMIA Annu Symp Proc , pp. 121-125
    • Cohen, A.1
  • 13
    • 26044441615 scopus 로고    scopus 로고
    • Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS
    • Blanco R, Inza I, Merino M, et al. Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS. J Biomed Inform 2005;38:376-88.
    • (2005) J Biomed Inform , vol.38 , pp. 376-388
    • Blanco, R.1    Inza, I.2    Merino, M.3
  • 14
    • 69549124138 scopus 로고    scopus 로고
    • Cross-topic learning for work prioritization in systematic review creation and update
    • Cohen A, Ambert K, McDonagh M. Cross-topic learning for work prioritization in systematic review creation and update. J Am Med Inform Assoc 2009;16:690-704.
    • (2009) J Am Med Inform Assoc , vol.16 , pp. 690-704
    • Cohen, A.1    Ambert, K.2    McDonagh, M.3
  • 20
    • 0004234233 scopus 로고    scopus 로고
    • United States National Library of Medicine
    • United States National Library of Medicine. Medical subject headings. http://www.nlm.nih.gov/mesh/overview.html.
    • Medical subject headings
  • 22
    • 78650957744 scopus 로고    scopus 로고
    • WEKA
    • WEKA. http://www.cs.waikato.ac.nz/ml/weka/.
  • 23
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • Dietterich TG. Approximate statistical tests for comparing supervised classification learning algorithms. Neural Comput 1998;10:1895-924.
    • (1998) Neural Comput , vol.10 , pp. 1895-1924
    • Dietterich, T.G.1
  • 24
  • 27
    • 69849112407 scopus 로고    scopus 로고
    • Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques
    • Kouznetsov A, Matwin S, Inkpen D, et al. Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques. Canadian Artificial Intelligence Conference, 2009.
    • (2009) Canadian Artificial Intelligence Conference
    • Kouznetsov, A.1    Matwin, S.2    Inkpen, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.