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Development and internal-external validation of statistical and machine learning models for breast cancer prognostication: cohort study.

Ashley Kieran CliftDavid DodwellSimon LordStavros PetrouMichael BradyGary S CollinsJulia Hippisley-Cox
Published in: BMJ (Clinical research ed.) (2023)
In women with breast cancer of any stage, using the predictors available in this dataset, regression based methods had better and more consistent performance compared with machine learning approaches and may be worthy of further evaluation for potential clinical use, such as for stratified follow-up.
Keyphrases
  • machine learning
  • artificial intelligence
  • big data
  • deep learning
  • human health
  • climate change
  • risk assessment