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Reducing workload in systematic review preparation using automated citation classification.

Cohen AM, Hersh WR, Peterson K, Yen PY.

J Am Med Inform Assoc. 2006 Mar-Apr;13(2):206-19. Epub 2005 Dec 15.


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

Matwin S, Kouznetsov A, Inkpen D, Frunza O, O'Blenis P.

J Am Med Inform Assoc. 2010 Jul-Aug;17(4):446-53. doi: 10.1136/jamia.2010.004325.


Cross-topic learning for work prioritization in systematic review creation and update.

Cohen AM, Ambert K, McDonagh M.

J Am Med Inform Assoc. 2009 Sep-Oct;16(5):690-704. doi: 10.1197/jamia.M3162. Epub 2009 Jun 30. Erratum in: J Am Med Inform Assoc. 2009 Nov-Dec;16(6):898.


Exploiting the systematic review protocol for classification of medical abstracts.

Frunza O, Inkpen D, Matwin S, Klement W, O'Blenis P.

Artif Intell Med. 2011 Jan;51(1):17-25. doi: 10.1016/j.artmed.2010.10.005. Epub 2010 Nov 16.


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.


An SVM-based high-quality article classifier for systematic reviews.

Kim S, Choi J.

J Biomed Inform. 2014 Feb;47:153-9. doi: 10.1016/j.jbi.2013.10.005. Epub 2013 Oct 29.


Studying the potential impact of automated document classification on scheduling a systematic review update.

Cohen AM, Ambert K, McDonagh M.

BMC Med Inform Decis Mak. 2012 Apr 19;12:33. doi: 10.1186/1472-6947-12-33.


Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine.

Cohen AM, Smalheiser NR, McDonagh MS, Yu C, Adams CE, Davis JM, Yu PS.

J Am Med Inform Assoc. 2015 May;22(3):707-17. doi: 10.1093/jamia/ocu025. Epub 2015 Feb 5.


Feature engineering and a proposed decision-support system for systematic reviewers of medical evidence.

Bekhuis T, Tseytlin E, Mitchell KJ, Demner-Fushman D.

PLoS One. 2014 Jan 27;9(1):e86277. doi: 10.1371/journal.pone.0086277. eCollection 2014.


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.


Systematic reviews: a cross-sectional study of location and citation counts.

Montori VM, Wilczynski NL, Morgan D, Haynes RB; Hedges Team.

BMC Med. 2003 Nov 24;1:2.


A new iterative method to reduce workload in systematic review process.

Jonnalagadda S, Petitti D.

Int J Comput Biol Drug Des. 2013;6(1-2):5-17. doi: 10.1504/IJCBDD.2013.052198. Epub 2013 Feb 21.


Best Evidence in Emergency Medicine (BEEM) rater scores correlate with publications' future citations.

Carpenter CR, Sarli CC, Fowler SA, Kulasegaram K, Vallera T, Lapaine P, Schalet G, Worster A.

Acad Emerg Med. 2013 Oct;20(10):1004-12. doi: 10.1111/acem.12235.


A comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documents.

Aphinyanaphongs Y, Statnikov A, Aliferis CF.

J Am Med Inform Assoc. 2006 Jul-Aug;13(4):446-55. Epub 2006 Apr 18.


Citation networks of related trials are often disconnected: implications for bidirectional citation searches.

Robinson KA, Dunn AG, Tsafnat G, Glasziou P.

J Clin Epidemiol. 2014 Jul;67(7):793-9. doi: 10.1016/j.jclinepi.2013.11.015. Epub 2014 Apr 13.


Improving the Performance of Text Categorization Models used for the Selection of High Quality Articles.

Kim S, Choi J.

Healthc Inform Res. 2012 Mar;18(1):18-28. doi: 10.4258/hir.2012.18.1.18. Epub 2012 Mar 31.


Systematic reviews and meta-analyses: an illustrated, step-by-step guide.

Pai M, McCulloch M, Gorman JD, Pai N, Enanoria W, Kennedy G, Tharyan P, Colford JM Jr.

Natl Med J India. 2004 Mar-Apr;17(2):86-95.


Consistency and accuracy of indexing systematic review articles and meta-analyses in medline.

Wilczynski NL, Haynes RB.

Health Info Libr J. 2009 Sep;26(3):203-10. doi: 10.1111/j.1471-1842.2008.00823.x. Review.


Using citation data to improve retrieval from MEDLINE.

Bernstam EV, Herskovic JR, Aphinyanaphongs Y, Aliferis CF, Sriram MG, Hersh WR.

J Am Med Inform Assoc. 2006 Jan-Feb;13(1):96-105. Epub 2005 Oct 12.


Different patterns of duplicate publication: an analysis of articles used in systematic reviews.

von Elm E, Poglia G, Walder B, Tramèr MR.

JAMA. 2004 Feb 25;291(8):974-80.


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