Literature DB >> 21169622

Performance of support-vector-machine-based classification on 15 systematic review topics evaluated with the WSS@95 measure.

Aaron M Cohen.   

Abstract

Mesh：

Year:  2011        PMID： 21169622      PMCID： PMC3005879          DOI： 10.1136/jamia.2010.008177

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN： 1067-5027            Impact factor:   4.497


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  4 in total

1.  Reducing workload in systematic review preparation using automated citation classification.

Authors:  A M Cohen; W R Hersh; K Peterson; Po-Yin Yen
Journal:  J Am Med Inform Assoc       Date:  2005-12-15       Impact factor: 4.497

2.  Optimizing feature representation for automated systematic review work prioritization.

Authors:  Aaron M Cohen
Journal:  AMIA Annu Symp Proc       Date:  2008-11-06

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

Authors:  Aaron M Cohen; Kyle Ambert; Marian McDonagh
Journal:  J Am Med Inform Assoc       Date:  2009-06-30       Impact factor: 4.497

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

Authors:  Stan Matwin; Alexandre Kouznetsov; Diana Inkpen; Oana Frunza; Peter O'Blenis
Journal:  J Am Med Inform Assoc       Date:  2010 Jul-Aug       Impact factor: 4.497
  4 in total
  10 in total

1.  Direct comparison between support vector machine and multinomial naive Bayes algorithms for medical abstract classification.

Authors:  Stan Matwin; Vera Sazonova
Journal:  J Am Med Inform Assoc       Date:  2012-06-08       Impact factor: 4.497

2.  Automated medical literature screening using artificial intelligence: a systematic review and meta-analysis.

Authors:  Yunying Feng; Siyu Liang; Yuelun Zhang; Shi Chen; Qing Wang; Tianze Huang; Feng Sun; Xiaoqing Liu; Huijuan Zhu; Hui Pan
Journal:  J Am Med Inform Assoc       Date:  2022-07-12       Impact factor: 7.942

3.  A Text-Mining Framework for Supporting Systematic Reviews.

Authors:  Dingcheng Li; Zhen Wang; Liwei Wang; Sunghwan Sohn; Feichen Shen; Mohammad Hassan Murad; Hongfang Liu
Journal:  Am J Inf Manag       Date:  2016-08-31

Review 4.  Using text mining for study identification in systematic reviews: a systematic review of current approaches.

Authors:  Alison O'Mara-Eves; James Thomas; John McNaught; Makoto Miwa; Sophia Ananiadou
Journal:  Syst Rev       Date:  2015-01-14

5.  Increased workload for systematic review literature searches of diagnostic tests compared with treatments: challenges and opportunities.

Authors:  Henry Petersen; Josiah Poon; Simon K Poon; Clement Loy
Journal:  JMIR Med Inform       Date:  2014-05-27

6.  Reducing systematic review workload through certainty-based screening.

Authors:  Makoto Miwa; James Thomas; Alison O'Mara-Eves; Sophia Ananiadou
Journal:  J Biomed Inform       Date:  2014-06-19       Impact factor: 6.317

7.  Improving reference prioritisation with PICO recognition.

Authors:  Austin J Brockmeier; Meizhi Ju; Piotr Przybyła; Sophia Ananiadou
Journal:  BMC Med Inform Decis Mak       Date:  2019-12-05       Impact factor: 2.796

8.  Supporting systematic reviews using LDA-based document representations.

Authors:  Yuanhan Mo; Georgios Kontonatsios; Sophia Ananiadou
Journal:  Syst Rev       Date:  2015-11-26

9.  SWIFT-Review: a text-mining workbench for systematic review.

Authors:  Brian E Howard; Jason Phillips; Kyle Miller; Arpit Tandon; Deepak Mav; Mihir R Shah; Stephanie Holmgren; Katherine E Pelch; Vickie Walker; Andrew A Rooney; Malcolm Macleod; Ruchir R Shah; Kristina Thayer
Journal:  Syst Rev       Date:  2016-05-23

10.  SWIFT-Active Screener: Accelerated document screening through active learning and integrated recall estimation.

Authors:  Brian E Howard; Jason Phillips; Arpit Tandon; Adyasha Maharana; Rebecca Elmore; Deepak Mav; Alex Sedykh; Kristina Thayer; B Alex Merrick; Vickie Walker; Andrew Rooney; Ruchir R Shah
Journal:  Environ Int       Date:  2020-03-20       Impact factor: 9.621
  10 in total

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