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Automating data extraction in systematic reviews: a systematic review.

Jonnalagadda SR, Goyal P, Huffman MD.

Syst Rev. 2015 Jun 15;4:78. doi: 10.1186/s13643-015-0066-7. Review.


Using text mining for study identification in systematic reviews: a systematic review of current approaches.

O'Mara-Eves A, Thomas J, McNaught J, Miwa M, Ananiadou S.

Syst Rev. 2015 Jan 14;4:5. doi: 10.1186/2046-4053-4-5. Review. Erratum in: Syst Rev. 2015;4:59.


PDF text classification to leverage information extraction from publication reports.

Bui DD, Del Fiol G, Jonnalagadda S.

J Biomed Inform. 2016 Jun;61:141-8. doi: 10.1016/j.jbi.2016.03.026. Epub 2016 Apr 1.


Increasing value and reducing waste in data extraction for systematic reviews: tracking data in data extraction forms.

Shokraneh F, Adams CE.

Syst Rev. 2017 Aug 4;6(1):153. doi: 10.1186/s13643-017-0546-z.


Methods for obtaining unpublished data.

Young T, Hopewell S.

Cochrane Database Syst Rev. 2011 Nov 9;(11):MR000027. doi: 10.1002/14651858.MR000027.pub2. Review.


Semi-automated screening of biomedical citations for systematic reviews.

Wallace BC, Trikalinos TA, Lau J, Brodley C, Schmid CH.

BMC Bioinformatics. 2010 Jan 26;11:55. doi: 10.1186/1471-2105-11-55.


Automatic endpoint detection to support the systematic review process.

Blake C, Lucic A.

J Biomed Inform. 2015 Aug;56:42-56. doi: 10.1016/j.jbi.2015.05.004. Epub 2015 May 21.


Bias due to selective inclusion and reporting of outcomes and analyses in systematic reviews of randomised trials of healthcare interventions.

Page MJ, McKenzie JE, Kirkham J, Dwan K, Kramer S, Green S, Forbes A.

Cochrane Database Syst Rev. 2014 Oct 1;(10):MR000035. doi: 10.1002/14651858.MR000035.pub2.


Systematic review automation technologies.

Tsafnat G, Glasziou P, Choong MK, Dunn A, Galgani F, Coiera E.

Syst Rev. 2014 Jul 9;3:74. doi: 10.1186/2046-4053-3-74.


Information extraction from multi-institutional radiology reports.

Hassanpour S, Langlotz CP.

Artif Intell Med. 2016 Jan;66:29-39. doi: 10.1016/j.artmed.2015.09.007. Epub 2015 Oct 3.


Extractive text summarization system to aid data extraction from full text in systematic review development.

Bui DDA, Del Fiol G, Hurdle JF, Jonnalagadda S.

J Biomed Inform. 2016 Dec;64:265-272. doi: 10.1016/j.jbi.2016.10.014. Epub 2016 Oct 27.


Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the PROSPERO registry.

Borah R, Brown AW, Capers PL, Kaiser KA.

BMJ Open. 2017 Feb 27;7(2):e012545. doi: 10.1136/bmjopen-2016-012545.


'Clustering' documents automatically to support scoping reviews of research: a case study.

Stansfield C, Thomas J, Kavanagh J.

Res Synth Methods. 2013 Sep;4(3):230-41. doi: 10.1002/jrsm.1082. Epub 2013 Jul 3.


Strategies for obtaining unpublished drug trial data: a qualitative interview study.

Wolfe N, Gøtzsche PC, Bero L.

Syst Rev. 2013 May 16;2:31. doi: 10.1186/2046-4053-2-31.


Impacts of structuring the electronic health record: a systematic review protocol and results of previous reviews.

Hyppönen H, Saranto K, Vuokko R, Mäkelä-Bengs P, Doupi P, Lindqvist M, Mäkelä M.

Int J Med Inform. 2014 Mar;83(3):159-69. doi: 10.1016/j.ijmedinf.2013.11.006. Epub 2013 Dec 8. Review.


Are systematic reviews up-to-date at the time of publication?

Beller EM, Chen JK, Wang UL, Glasziou PP.

Syst Rev. 2013 May 28;2:36. doi: 10.1186/2046-4053-2-36.


Dissemination and publication of research findings: an updated review of related biases.

Song F, Parekh S, Hooper L, Loke YK, Ryder J, Sutton AJ, Hing C, Kwok CS, Pang C, Harvey I.

Health Technol Assess. 2010 Feb;14(8):iii, ix-xi, 1-193. doi: 10.3310/hta14080. Review.


Automatic evidence retrieval for systematic reviews.

Choong MK, Galgani F, Dunn AG, Tsafnat G.

J Med Internet Res. 2014 Oct 1;16(10):e223. doi: 10.2196/jmir.3369.


Handsearching versus electronic searching to identify reports of randomized trials.

Hopewell S, Clarke M, Lefebvre C, Scherer R.

Cochrane Database Syst Rev. 2007 Apr 18;(2):MR000001. Review.


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