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Accuracy of identifying incident stroke cases from linked health care data in UK Biobank.

Kristiina RannikmäeKenneth NgohKathryn BushRustam Al-Shahi SalmanFergus DoubalRobin FlaigDavid E HenshallAidan HutchisonJohn NolanScott OsborneNeshika SamarasekeraChristian SchnierWill WhiteleyTim WilkinsonKirsty WilsonRebecca WoodfieldQiuli ZhangNaomi AllenCathie L M Sudlow
Published in: Neurology (2020)
Stroke and ischemic stroke cases in UKB can be ascertained through linked health datasets with sufficient accuracy for many research studies. Further work is needed to understand the accuracy of death record and hemorrhagic stroke codes and to develop scalable approaches for better identifying stroke types.
Keyphrases
  • atrial fibrillation
  • healthcare
  • public health
  • cardiovascular disease
  • cerebral ischemia
  • machine learning
  • electronic health record
  • climate change
  • blood brain barrier
  • rna seq