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Real-world evaluation of an algorithmic machine-learning-guided testing approach in stable chest pain: a multinational, multicohort study.

Evangelos K OikonomouArya AminorroayaLovedeep S DhingraCaitlin PartridgeEric J VelazquezNihar R DesaiHarlan M KrumholzRobert J H MillerRohan Khera
Published in: European heart journal. Digital health (2024)
In cohorts where historical practices largely favour functional testing, alignment with an algorithmic approach to cardiac testing defined by ASSIST was associated with a lower risk of adverse outcomes. This highlights the potential utility of a data-driven approach in the diagnostic management of CAD.
Keyphrases
  • machine learning
  • healthcare
  • coronary artery disease
  • left ventricular
  • deep learning
  • risk assessment
  • human health
  • atrial fibrillation