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

This page:

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:
• Microsoft Azure Machine Learning (James can demo for those interested)


Automated risk of bias and PICO classification:

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