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Monitoring chest compression rate in automated external defibrillators using the autocorrelation of the transthoracic impedance.

Sofía Ruiz de GaunaJesus María RuizJose Julio GutiérrezDigna María González-OteroDaniel AlonsoCarlos CorcueraJuan Francisco Urtusagasti
Published in: PloS one (2020)
Our algorithm is accurate and robust for real-time guidance on chest compression rate using AEDs. The algorithm is simple and easy to implement with minimal software modifications. Deployment of AEDs with this capability could potentially contribute to enhancing the quality of chest compressions in the first minutes from collapse.
Keyphrases
  • machine learning
  • deep learning
  • heart failure
  • magnetic resonance imaging
  • magnetic resonance
  • cardiopulmonary resuscitation
  • quality improvement
  • data analysis
  • atrial fibrillation
  • contrast enhanced