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Automatic evidence retrieval for systematic reviews.

Miew Keen ChoongFilippo GalganiAdam G DunnGuy Tsafnat
Published in: Journal of medical Internet research (2014)
The proposed method for automatic citation snowballing is accurate and is capable of obtaining the full texts or abstracts for a substantial proportion of the scholarly citations in review articles. By automating the process of citation snowballing, it may be possible to reduce the time and effort of common evidence surveillance tasks such as keeping trial registries up to date and conducting systematic reviews.
Keyphrases
  • systematic review
  • deep learning
  • meta analyses
  • machine learning
  • public health
  • study protocol
  • clinical trial
  • working memory
  • phase iii
  • randomized controlled trial
  • neural network
  • mass spectrometry
  • virtual reality