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CODA: an open-source platform for federated analysis and machine learning on distributed healthcare data.

Louis-Antoine MullieJonathan AfilaloPatrick ArchambaultRima BouchakriKip BrownDavid L BuckeridgeYiorgos Alexandros CavayasAlexis F TurgeonDenis MartineauFrançois LamontagneMartine LebrasseurRenald LemieuxJeffrey LiMichaël SauthierPascal St-OngeAn TangWilliam WittemanMichaël Chassé
Published in: Journal of the American Medical Informatics Association : JAMIA (2024)
The CODA platform was developed and successfully deployed in a public healthcare setting in Canada, with heterogeneous information technology systems and capabilities. Ongoing efforts will use the platform to develop and prospectively validate models for risk assessment, proactive monitoring, and resource usage. Further work will also make tools available to facilitate migration from legacy formats to FHIR and DICOM.
Keyphrases
  • healthcare
  • machine learning
  • risk assessment
  • high throughput
  • big data
  • health information
  • electronic health record
  • mental health
  • human health
  • emergency department
  • artificial intelligence
  • single cell