ResourcesMachine learning in systematic reviews
Resources for machine-assisted searching and study selection in systematic reviews (Dublin, June 2017)

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

Slides for this workshop

Handout for this workshop

Identifying sub-sets of citations (clustering / topic identification)

 

Classification: RCT Classifier; and ‘custom’ classifier

 

Workload reduction during citation screening (using ‘active learing’)

• Rayyan systematic reviews tool: http://rayyan.qcri.org/reviews/5
• Microsoft Azure Machine Learning (James can demo for those interested)

 

Automated risk of bias and PICO classification:

 
 
 
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