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Improving the diagnosis of heart failure in patients with atrial fibrillation.

Karina V BuntingSimrat K GillAlice SitchSamir MehtaKieran O'ConnorGregory Yoke Hong LipPaulus F KirchhofVictoria Y StraussKazem RahimiAlan John CammMary StanburyMichael GriffithJonathan N TownendGeorgios V GkoutosAndreas KarwathRichard Paul SteedsDipak Kotechanull null
Published in: Heart (British Cardiac Society) (2021)
Compared with averaging of multiple beats in patients with AF, the index-beat approach improves reproducibility and saves time without a negative impact on validity, potentially improving the diagnosis and classification of heart failure in patients with AF.
Keyphrases
  • heart failure
  • atrial fibrillation
  • machine learning
  • left ventricular
  • deep learning
  • acute heart failure
  • heart rate
  • blood pressure