Artificial Intelligence for Aortic Pressure Waveform Analysis During Coronary Angiography: Machine Learning for Patient Safety.

Journal: JACC. Cardiovascular interventions
Published Date:

Abstract

OBJECTIVES: This study developed a neural network to perform automated pressure waveform analysis and allow real-time accurate identification of damping.

Authors

  • James P Howard
    Department of Cardiology, National Heart and Lung Institute, Imperial College London, London, United Kingdom. Electronic address: jphoward@doctors.org.uk.
  • Christopher M Cook
    Department of Cardiology, National Heart and Lung Institute, Imperial College London, London, United Kingdom.
  • Tim P van de Hoef
    Department of Cardiology, Academic Medical Center, Amsterdam, the Netherlands.
  • Martijn Meuwissen
    Department of Cardiology, Amphia Hospital, Breda, the Netherlands.
  • Guus A de Waard
    Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands.
  • Martijn A van Lavieren
    Department of Cardiology, Academic Medical Center, Amsterdam, the Netherlands.
  • Mauro Echavarria-Pinto
    Department of Cardiology, Hospital Clínico San Carlos, Madrid, Spain.
  • Ibrahim Danad
    Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands.
  • Jan J Piek
    Department of Cardiology, Academic Medical Center, Amsterdam, the Netherlands.
  • Matthias Götberg
    Department of Cardiology, Skane University Hospital, Lund, Sweden.
  • Rasha K Al-Lamee
    Department of Cardiology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom.
  • Sayan Sen
    Department of Cardiology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom.
  • Sukhjinder S Nijjer
    Department of Cardiology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom.
  • Henry Seligman
    Department of Cardiology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom.
  • Niels van Royen
    Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands.
  • Paul Knaapen
    Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands.
  • Javier Escaned
    Department of Cardiology, Hospital Clínico San Carlos, Madrid, Spain.
  • Darrel P Francis
    Department of Cardiology, National Heart and Lung Institute, Imperial College London, London, United Kingdom.
  • Ricardo Petraco
    Department of Cardiology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom.
  • Justin E Davies
    Department of Cardiology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom. Electronic address: drjustindavies@googlemail.com.