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dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD.

Soumya BanerjeeGhislain N SofackThodoris PapakonstantinouDemetris AvraamPaul BurtonDaniela ZöllerTom R P Bishop
Published in: BMC research notes (2022)
We introduce a package (dsSurvival) which allows privacy preserving meta-analysis of survival models, including the calculation of hazard ratios. Our tool can be of great use in biomedical research where there is a need for building survival models and there are privacy concerns about sharing data.
Keyphrases
  • health information
  • big data
  • systematic review
  • free survival
  • artificial intelligence
  • case report
  • meta analyses
  • randomized controlled trial
  • data analysis