ECG-only explainable deep learning algorithm predicts the risk for malignant ventricular arrhythmia in phospholamban cardiomyopathy.

Abstract

Authors

• Rutger R van de Leur
  Department of Cardiology, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands.
• Remco de Brouwer
  Department of Cardiology, University Medical Center Groningen, Groningen, The Netherlands.
• Hidde Bleijendaal
  Amsterdam UMC, University of Amsterdam, Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Meibergdreef 9, Amsterdam, the Netherlands.
• Tom E Verstraelen
  Amsterdam UMC, University of Amsterdam, Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands.
• Belend Mahmoud
  Department of Cardiology, University Medical Center Groningen, Groningen, The Netherlands.
• Ana Perez-Matos
  Department of Cardiology, St Antonius Hospital, Sneek, The Netherlands.
• Cathelijne Dickhoff
  Department of Cardiology, Dijklander Hospital, Hoorn, The Netherlands.
• Bas A Schoonderwoerd
  Department of Cardiology, Medical Centre Leeuwarden, Leeuwarden, The Netherlands.
• Tjeerd Germans
  Department of Cardiology, Noordwest Hospital Group, Alkmaar, The Netherlands.
• Arjan Houweling
  Department of Human Genetics, Amsterdam University Medical Center, Amsterdam, The Netherlands.
• Paul A van der Zwaag
  Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands.
• Moniek G P J Cox
  Department of Cardiology, University Medical Center Groningen, Groningen, The Netherlands.
• J Peter van Tintelen
  European Reference Network for Rare, Low-Prevalence, or Complex Diseases of the Heart (ERN GUARD-Heart); Department of Genetics, University Medical Center Utrecht, Utrecht, The Netherlands.
• Anneline S J M Te Riele
  Department of Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands.
• Maarten P van den Berg
  Department of Cardiology, University Medical Center Groningen, Groningen, The Netherlands.
• Arthur A M Wilde
  European Reference Network for Rare, Low Prevalence and Complex Diseases of the Heart: ERN GUARD-Heart (P.D.L., A.A.M.W.).
• Pieter A Doevendans
  Department of Cardiology, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands.
• Rudolf A de Boer
  Department of Cardiology, University Medical Center Groningen, Groningen, The Netherlands; Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands.
• René van Es
  Department of Cardiology, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands.

Keywords

External Resources