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Machine Learning Approaches to Retrieve High-Quality, Clinically Relevant Evidence From the Biomedical Literature: Systematic Review.

Wael AbdelkaderTamara NavarroRick ParrishChris CotoiFederico GerminiAlfonso IorioRobert Brian HaynesCynthia Lokker
Published in: JMIR medical informatics (2021)
Machine learning approaches perform well in retrieving high-quality clinical studies. Performance may improve by applying more sophisticated approaches such as active learning and unsupervised machine learning approaches.
Keyphrases
  • machine learning
  • systematic review
  • artificial intelligence
  • big data
  • deep learning
  • meta analyses
  • randomized controlled trial