ResourcesMachine learning in systematic reviews
Resources for machine learning workshop, Seoul 2016

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

Slides for the workshop

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)

 

Identifying sub-sets of citations (clustering)

 

Automated risk of bias and PICO classification:

 

Search strategy development

• NaCTeM History of Medicine: http://nactem.ac.uk/hom
 
 
 
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