ResourcesMachine learning in systematic reviews
Resources for machine learning workshop, Oxford 2017

This page:

Slides for this workshop

Classification: RCT Classifier; and ‘custom’ classifier

• Cochrane CRS-Web:


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

• Rayyan systematic reviews tool:
• Microsoft Azure Machine Learning (James can demo for those interested)


Identifying sub-sets of citations (clustering)


Automated risk of bias and PICO classification:

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