Login / Signup

Development and validation of prediction models to estimate risk of primary total hip and knee replacements using data from the UK: two prospective open cohorts using the UK Clinical Practice Research Datalink.

Dahai YuKelvin P JordanKym I E SnellRichard D RileyJohn BedsonJohn James EdwardsChristian D MallenValerie TanVincent UkachukwuDaniel Prieto-AlhambraChristine WalkerGeorge Peat
Published in: Annals of the rheumatic diseases (2018)
Two prediction models with good discrimination and calibration that estimate individuals' risk of THR and TKR have been developed and validated in large-scale, nationally representative data, and are readily automated in electronic patient records.
Keyphrases
  • clinical practice
  • electronic health record
  • big data
  • machine learning
  • cross sectional
  • minimally invasive
  • case report
  • high throughput
  • deep learning
  • data analysis
  • artificial intelligence
  • low cost