This page: http://eppi.ioe.ac.uk/cms/Default.aspx?tabid=3677

Slides for the ARC workshop on AI in systematic reviews

Developing search strategies

• Termine: http://www.nactem.ac.uk/software/termine/
• Voyant tools: https://voyant-tools.org/
• Bibexcel: http://homepage.univie.ac.at/juan.gorraiz/bibexcel/
  • How to use BibExcel
  • Sample abstracts
• Systematic review accelerator: https://sr-accelerator.com/
• SearchRefiner: https://ielab.io/searchrefiner/
• PubMed - PubReMIner: http://hgserver2.amc.nl/cgi-bin/miner/miner2.cgi
• PubMed – Yale MeSH Analyzer: http://mesh.med.yale.edu/
• Overviewdocs: https://www.overviewdocs.com/
• Jigsaw: https://www.cc.gatech.edu/gvu/ii/jigsaw/
• Polyglot Search Translator: https://polyglot.sr-accelerator.com/
• AntConc: http://www.laurenceanthony.net/software/antconc/

• Google Tensorflow visualiser: https://projector.tensorflow.org/

Using citation (and related) networks

• OpenAlex
• Publish or Perish (download and install)
• VosViewer: http://www.vosviewer.com
  • British Educational Research Journal citation network
  • BCS Data
  • NCDS Data
  • Cochrane Dementia Reviews
    • Network
    • Map
• CitationChaser
• Connected Papers

Crowdsourcing

• Cochrane Crowd: http://crowd.cochrane.org
• Cochrane Classmate: https://crowd.cochrane.org/classmate/
• Cochrane Crowd data download: http://crowd.cochrane.org/DownloadData.php

Using machine learning classifiers

• Abstrackr: http://abstrackr.cebm.brown.edu/account/login
• EPPI-Reviewer
  • Create account: http://eppi.ioe.ac.uk/cms/Default.aspx?tabid=2935
  • Login to EPPI Reviewer 6: https://eppi.ioe.ac.uk/eppireviewer-web/home
• Rayyan: https://rayyan.qcri.org/welcome
• Swift ActiveScreener: https://www.sciome.com/swift-activescreener/
• Medline Ranker: https://cbdm-01.zdv.uni-mainz.de/~jfontain/

Mapping research activity

• Topic modelling using LDAVis:
  • Example 1: healthy eating
  • Example 2: AI and Equity
• Carrot2 search: https://search.carrot2.org/#/search/web
• RobotAnalyst: http://www.nactem.ac.uk/robotanalyst/
• VosViewer (see above)

Automated risk of bias and PICO classification

• RobotReviewer: https://demo.robotreviewer.net/

Database of Digital Evidence Synthesis Tools

• Link to database of digital evidence synthesis tools

Workshop resources

Rules-based

• Polyglot search translator: https://polyglot.sr-accelerator.com/
• CitationChaser: estech.shinyapps.io/citationchaser/
• Connected Papers: Connected Papers

Unsupervised

• Voyant tools: https://voyant-tools.org/
• Termine: http://www.nactem.ac.uk/software/termine/
• Carrot2 search: https://search.carrot2.org/#/search/web

Supervised

• EPPI Reviewer pre-built classifiers (links as above)
• RobotReviewer: https://demo.robotreviewer.net/

Generative

• ChatGPT: chat.openai.org
• Claude: https://claude.ai/
• Elicit: https://elicit.com/
• EPPI Reviewer GPT-4 information extraction (links as above)

For a comprehensive list of systematic review tools see the SystematicReviewToolBox (seems to be offline at the moment)