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Volumn , Issue , 2017, Pages 1237-1240

A test collection for evaluating retrieval of studies for inclusion in systematic reviews

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; QUERY PROCESSING;

EID: 85029374452     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/3077136.3080707     Document Type: Conference Paper
Times cited : (37)

References (16)
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    • Tanja Bekhuis, Eugene Tseytlin, Kevin J Mitchell, and Dina Demner-Fushman. 2014. Feature engineering and a proposed decision-support system for systematic reviewers of medical evidence. PloS one 9, 1 (2014), e86277.
    • (2014) PloS One , vol.9 , Issue.1 , pp. e86277
    • Bekhuis, T.1    Tseytlin, E.2    Mitchell, K.J.3    Demner-Fushman, D.4
  • 4
    • 78650475103 scopus 로고    scopus 로고
    • 2011 Performance of support-vector-machine-based classifi-cation on 15 systematic review topics evaluated with the WSS@ 95 measure
    • Aaron M Cohen. 2011. Performance of support-vector-machine-based classifi-cation on 15 systematic review topics evaluated with the WSS@ 95 measure. Journal of the American Medical Informatics Association 18, 1 (2011), 104-104.
    • (2011) Journal of the American Medical Informatics Association , vol.18 , Issue.1 , pp. 104
    • Cohen, A.M.1
  • 5
    • 33644696493 scopus 로고    scopus 로고
    • 2006 Reducing workload in systematic review preparation using automated citation classifi-cation
    • Aaron M Cohen, William R Hersh, K Peterson, and Po-Yin Yen. 2006. Reducing workload in systematic review preparation using automated citation classifi-cation. Journal of the American Medical Informatics Association 13, 2 (2006), 206-219.
    • (2006) Journal of the American Medical Informatics Association , vol.13 , Issue.2 , pp. 206-219
    • Cohen, A.M.1    Hersh, W.R.2    Peterson, K.3    Yen, P.4
  • 8
    • 84959537001 scopus 로고    scopus 로고
    • 2016 Learning to identify relevant studies for systematic reviews using random forest and external information
    • Madian Khabsa, Ahmed Elmagarmid, Ihab Ilyas, Hossam Hammady, and Mourad Ouzzani. 2016. Learning to identify relevant studies for systematic reviews using random forest and external information. Machine Learning 102, 3 (2016), 465-482.
    • (2016) Machine Learning , vol.102 , Issue.3 , pp. 465-482
    • Khabsa, M.1    Elmagarmid, A.2    Ilyas, I.3    Hammady, H.4    Ouzzani, M.5
  • 11
    • 84937924687 scopus 로고    scopus 로고
    • Using text mining for study identification in systematic reviews: A systematic review of current approaches
    • 2015
    • Alison OMara-Eves, James Thomas, John McNaught, Makoto Miwa, and Sophia Ananiadou. 2015. Using text mining for study identification in systematic reviews: A systematic review of current approaches. Systematic reviews 4, 1 (2015), 5.
    • (2015) Systematic Reviews , vol.4 , Issue.1 , pp. 5
    • Omara-Eves, A.1    Thomas, J.2    McNaught, J.3    Miwa, M.4    Ananiadou, S.5
  • 13
    • 84959362416 scopus 로고    scopus 로고
    • Pinpointing needles in giant haystacks: Use of text mining to reduce impractical screening workload in extremely large scoping reviews
    • 2014
    • Ian Shemilt, Antonia Simon, Gareth J Hollands, eresa M Marteau, David Ogilvie, Alison OMara-Eves, Michael P Kelly, and James Thomas. 2014. Pinpointing needles in giant haystacks: use of text mining to reduce impractical screening workload in extremely large scoping reviews. Research Synthesis Methods 5, 1 (2014), 31-49.
    • (2014) Research Synthesis Methods , vol.5 , Issue.1 , pp. 31-49
    • Shemilt, I.1    Simon, A.2    Hollands, G.J.3    Marteau, E.M.4    Ogilvie, D.5    Omara-Eves, A.6    Kelly, M.P.7    Thomas, J.8
  • 14
    • 85016255051 scopus 로고    scopus 로고
    • Reducing systematic review workload using text mining: Opportunities and pitfalls
    • 2015
    • Claire Stansfield, Alison OMara-Eves, and James Thomas. 2015. Reducing systematic review workload using text mining: opportunities and pitfalls. Journal of EAHIL 11, 3 (2015), 8-10.
    • (2015) Journal of EAHIL , vol.11 , Issue.3 , pp. 8-10
    • Stansfield, C.1    Omara-Eves, A.2    Thomas, J.3
  • 16
    • 84989205130 scopus 로고    scopus 로고
    • 2016 Extracting PICO sentences from clinical trial reports using supervised distant supervision
    • Byron C Wallace, Jöel Kuiper, Aakash Sharma, Mingxi Brian Zhu, and Iain J Marshall. 2016. Extracting PICO sentences from clinical trial reports using supervised distant supervision. Journal of Machine Learning Research 17, 132 (2016), 1-25.
    • (2016) Journal of Machine Learning Research , vol.17 , Issue.132 , pp. 1-25
    • Wallace, B.C.1    Kuiper, J.2    Sharma, A.3    Brian Zhu, M.4    Marshall, I.J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.