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Congenital heart disease
Original research
Incremental value of machine learning for risk prediction in tetralogy of Fallot

Authors

  • Ayako Ishikita Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Chris McIntosh Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada Joint Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada PubMed articlesGoogle scholar articles
  • S Lucy Roche Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • David J Barron Department of Cardiovascular Surgery, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Erwin Oechslin Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Lee Benson Division of Cardiology, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Krishnakumar Nair Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Myunghyun M Lee Department of Cardiovascular Surgery, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Michael N Gritti Division of Cardiology, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  • Kate Hanneman Joint Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada PubMed articlesGoogle scholar articles
  • Gauri Rani Karur Joint Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada PubMed articlesGoogle scholar articles
  • Rachel M Wald Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada Joint Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada Division of Cardiology, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Rachel M Wald, Peter Munk Cardiac Centre, Cardiology, University of Toronto, Toronto, ON M5G 2N2, Canada; Rachel.Wald{at}uhn.ca
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Citation

Ishikita A, McIntosh C, Roche SL, et al
Incremental value of machine learning for risk prediction in tetralogy of Fallot
Heart 2024;110:560-568.

Publication history

  • Received August 3, 2023
  • Accepted October 20, 2023
  • First published December 1, 2023.
Online issue publication 
March 22, 2024

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© Author(s) (or their employer(s)) 2024. No commercial re-use. See rights and permissions. Published by BMJ.