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Imputing pre-diagnosis health behaviour in cancer registry data and investigating its relationship with oesophageal cancer survival time.

Paul Patrick FaheyAndrew PageThomas Astell-BurtGlenn Stone
Published in: PloS one (2021)
Further improvements in the I2C2 algorithm will permit enrichment of cancer registry data through imputation of new variables with negligible risk to patient confidentiality, opening new research opportunities in cancer epidemiology.
Keyphrases
  • papillary thyroid
  • squamous cell
  • healthcare
  • machine learning
  • squamous cell carcinoma
  • electronic health record
  • risk assessment
  • big data
  • risk factors
  • young adults
  • climate change