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Automatic triage of twelve-lead electrocardiograms using deep convolutional neural networks: a first implementation study.

Rutger R van de LeurMeike T G M van SleuwenPeter-Paul M ZwetslootPim van der HarstPieter A DoevendansRutger J HassinkRené van Es
Published in: European heart journal. Digital health (2023)
This study is the first to prospectively investigate the impact of clinical implementation of an ECG-based AI triage algorithm. It shows that DELTAnet is efficacious and safe to be used in clinical practice for triage of 12-lead ECGs in non-cardiology hospital departments.
Keyphrases
  • emergency department
  • deep learning
  • convolutional neural network
  • healthcare
  • primary care
  • clinical practice
  • machine learning
  • quality improvement
  • heart rate variability
  • acute care