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Volumn 9, Issue , 2020, Pages

Data extraction methods for systematic review (semi)automation: A living review protocol

Author keywords

DataExtraction; NaturalLanguageProcessing; Reproducibility; Systematic reviews; Text mining

Indexed keywords

ARTICLE; AUTOMATION; CROSS-SECTIONAL STUDY; DATA EXTRACTION; DATA MINING; HUMAN; INFORMATION STORAGE; MEDICAL RESEARCH; PROCESSING SPEED; REPRODUCIBILITY; SYSTEMATIC REVIEW; EVIDENCE BASED MEDICINE; METHODOLOGY;

EID: 85084256674     PISSN: 20461402     EISSN: 1759796X     Source Type: Journal    
DOI: 10.12688/f1000research.22781.2     Document Type: Article
Times cited : (17)

References (14)
  • 1
    • 85013996372 scopus 로고    scopus 로고
    • Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the PROSPERO registry
    • 28242767, 5337708
    • Borah R Brown AW Capers PL: Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the PROSPERO registry. BMJ Open. 2017;7(2):e012545. 28242767 10.1136/bmjopen-2016-012545 5337708
    • (2017) BMJ Open , vol.7 , Issue.2
    • Borah, R.1    Brown, A.W.2    Capers, P.L.3
  • 2
    • 84910133822 scopus 로고    scopus 로고
    • Systematic review automation technologies
    • 25005128, 4100748
    • Tsafnat G Glasziou P Choong MK: Systematic review automation technologies. Syst Rev. 2014;3(1):74. 25005128 10.1186/2046-4053-3-74 4100748
    • (2014) Syst Rev , vol.3 , Issue.1 , pp. 74
    • Tsafnat, G.1    Glasziou, P.2    Choong, M.K.3
  • 3
    • 84937924687 scopus 로고    scopus 로고
    • Using text mining for study identification in systematic reviews: a systematic review of current approaches
    • 25588314, 4320539
    • O'Mara-Eves A Thomas J McNaught J: Using text mining for study identification in systematic reviews: a systematic review of current approaches. Syst Rev. 2015;4:5. 25588314 10.1186/2046-4053-4-5 4320539
    • (2015) Syst Rev , vol.4 , pp. 5
    • O'Mara-Eves, A.1    Thomas, J.2    McNaught, J.3
  • 4
    • 84937919492 scopus 로고    scopus 로고
    • Automating data extraction in systematic reviews: a systematic review
    • 26073888, 4514954
    • Jonnalagadda SR Goyal P Huffman MD: Automating data extraction in systematic reviews: a systematic review. Syst Rev. 2015;4:78. 26073888 10.1186/s13643-015-0066-7 4514954
    • (2015) Syst Rev , vol.4 , pp. 78
    • Jonnalagadda, S.R.1    Goyal, P.2    Huffman, M.D.3
  • 5
    • 85088446167 scopus 로고    scopus 로고
    • Robotreviewer on github
    • Reference Source, ; Last accessed 14 Jan 2020.
    • Marshall I Kuiper J Wallace B: Robotreviewer on github. 2020; Last accessed 14 Jan 2020. Reference Source
    • (2020)
    • Marshall, I.1    Kuiper, J.2    Wallace, B.3
  • 6
    • 85062764924 scopus 로고    scopus 로고
    • Toward systematic review automation: a practical guide to using machine learning tools in research synthesis
    • 31296265, 6621996
    • Marshall IJ Wallace BC: Toward systematic review automation: a practical guide to using machine learning tools in research synthesis. Syst Rev. 2019;8(1):163. 31296265 10.1186/s13643-019-1074-9 6621996
    • (2019) Syst Rev , vol.8 , Issue.1 , pp. 163
    • Marshall, I.J.1    Wallace, B.C.2
  • 7
    • 85047153123 scopus 로고    scopus 로고
    • Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR)
    • 29778096, 5960503
    • Beller B Clark J Tsafnat G: Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR). Syst Rev. 2018;7(1):77. 29778096 10.1186/s13643-018-0740-7 5960503
    • (2018) Syst Rev , vol.7 , Issue.1 , pp. 77
    • Beller, B.1    Clark, J.2    Tsafnat, G.3
  • 8
    • 85043357135 scopus 로고    scopus 로고
    • The systematic review toolbox
    • Reference Source, ; Last accessed 11 Nov 2019.
    • Marshall C: The systematic review toolbox. 2019; Last accessed 11 Nov 2019. Reference Source
    • (2019)
    • Marshall, C.1
  • 9
    • 85028993474 scopus 로고    scopus 로고
    • Living systematic review: 1. Introduction-the why, what, when, and how
    • 28912002
    • Elliott JH Synnot A Turner T: Living systematic review: 1. Introduction-the why, what, when, and how. J Clin Epidemiol. 2017;91:23-30. 28912002 10.1016/j.jclinepi.2017.08.010
    • (2017) J Clin Epidemiol , vol.91 , pp. 23-30
    • Elliott, J.H.1    Synnot, A.2    Turner, T.3
  • 10
    • 85088423601 scopus 로고    scopus 로고
    • Guidance for the production and publication of Cochrane living systematic reviews: Cochrane reviews in living mode
    • Reference Source, .; Last accessed 06 Mar 2020.
    • Brooker A Synnot A McDonald S: Guidance for the production and publication of Cochrane living systematic reviews: Cochrane reviews in living mode.2019; Last accessed 06 Mar 2020. Reference Source
    • (2019)
    • Brooker, A.1    Synnot, A.2    McDonald, S.3
  • 12
    • 84857698311 scopus 로고    scopus 로고
    • Deploying an interactive machine learning system in an evidence-based practice center: Abstrackr
    • Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, In:
    • Wallace BC Small K Brodley CE: Deploying an interactive machine learning system in an evidence-based practice center: Abstrackr.In: Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. IHI'12, New York, NY USA, Association for Computing Machinery.2012;819-824. 10.1145/2110363.2110464
    • (2012) , pp. 819-824
    • Wallace, B.C.1    Small, K.2    Brodley, C.E.3
  • 13
    • 85100415918 scopus 로고    scopus 로고
    • Cochrane Handbook for Systematic Reviews of Interventions
    • Reference Source, John Wiley & Sons, Chichester (UK), 2nd edition,
    • Higgins J Thomas J Chandler J: Cochrane Handbook for Systematic Reviews of Interventions.John Wiley & Sons, Chichester (UK), 2nd edition,2019. Reference Source
    • (2019)
    • Higgins, J.1    Thomas, J.2    Chandler, J.3
  • 14
    • 85025143405 scopus 로고    scopus 로고
    • Reproducibility of studies on text mining for citation screening in systematic reviews: Evaluation and checklist
    • 28711679
    • Olorisade BK Brereton P Andras P: Reproducibility of studies on text mining for citation screening in systematic reviews: Evaluation and checklist. J Biomed Inform. 2017;73:1-13. 28711679 10.1016/j.jbi.2017.07.010
    • (2017) J Biomed Inform , vol.73 , pp. 1-13
    • Olorisade, B.K.1    Brereton, P.2    Andras, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.