Improved diagnosis of arrhythmogenic right ventricular cardiomyopathy using electrocardiographic deep learning.

Journal: Heart rhythm
Published Date:

Abstract

BACKGROUND: Arrhythmogenic right ventricular cardiomyopathy (ARVC) is a rare genetic heart disease associated with life-threatening ventricular arrhythmias. Diagnosis of ARVC is based on the 2010 Task Force Criteria (TFC), application of which often requires clinical expertise at specialized centers.

Authors

  • Richard T Carrick
    Division of Cardiology, Johns Hopkins University Department of Medicine, Baltimore, Maryland, USA.
  • Eric D Carruth
    Department of Genomic Health, Geisinger Medical Center, Danville, Pennsylvania.
  • Alessio Gasperetti
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Brittney Murray
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Crystal Tichnell
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Sean Gaine
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • James Sampognaro
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Steven A Muller
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Babken Asatryan
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Chris Haggerty
    Department of Biomedical Informatics Columbia University Irving Medical Center, New York, New York, USA; NewYork-Presbyterian Health System, New York, New York, USA.
  • David Thiemann
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Hugh Calkins
    Alliance for Cardiovascular Diagnostic and Treatment Innovation (J.K.S., R.L.A., D.B., D.P., H.C., N.A.T.), Johns Hopkins University, Baltimore, MD.
  • Cynthia A James
    Heart and Vascular Institute, Johns Hopkins Hospital, Baltimore, Maryland.
  • Katherine C Wu
    Division of Cardiology, Johns Hopkins University Department of Medicine, Baltimore, Maryland, USA.