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Clinical data miner: an electronic case report form system with integrated data preprocessing and machine-learning libraries supporting clinical diagnostic model research.

Arnaud Jf InstalléThierry van den BoschBart De MoorDirk Timmerman
Published in: JMIR medical informatics (2014)
To our knowledge, CDM is the only eCRF system integrating data preprocessing and machine-learning libraries. This integration improves the efficiency of the clinical diagnostic model research workflow. Moreover, by simplifying the generation of learning curves, CDM enables study coordinators to assess more accurately when data collection can be terminated, resulting in better models or lower patient recruitment costs.
Keyphrases
  • machine learning
  • electronic health record
  • big data
  • case report
  • healthcare
  • artificial intelligence