Diagnosis and risk stratification in hypertrophic cardiomyopathy using machine learning wall thickness measurement: a comparison with human test-retest performance.

Abstract

Authors

• João B Augusto
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Rhodri H Davies
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Anish N Bhuva
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Kristopher D Knott
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Andreas Seraphim
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Mashael Alfarih
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Clement Lau
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, UK.
• Rebecca K Hughes
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Luís R Lopes
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Hunain Shiwani
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK.
• Thomas A Treibel
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• Bernhard L Gerber
  Division of Cardiology, Department of Cardiovascular Diseases, Cliniques Universitaires St Luc UCL, Woluwe St Lambert, Belgium; Pôle de Recherche Cardiovasculaire, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium.
• Christian Hamilton-Craig
  The Prince Charles Hospital, Brisbane, QLD, Australia; Centre for Advanced Imaging, University of Queensland and Griffith University School of Medicine, QLD, Australia.
• Ntobeko A B Ntusi
  Division of Cardiology, Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa; Hatter Institute of Cardiovascular Research in Africa and Cape Universities Body Imaging Centre, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
• Gianluca Pontone
  Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy.
• Milind Y Desai
  Heart and Vascular Institute Cleveland Clinic, Cleveland, OH, USA.
• John P Greenwood
  Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, and Leeds Teaching Hospitals NHS Trust, UK.
• Peter P Swoboda
  Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, and Leeds Teaching Hospitals NHS Trust, UK.
• Gabriella Captur
  Institute of Cardiovascular Science, University College London, London, UK.
• João Cavalcante
  Minneapolis Heart Institute, Department of Cardiology, Abbott Northwestern Hospital, Minneapolis, MN, USA; Valve Science Center, Minneapolis Heart Institute Foundation, Minneapolis, MN, USA.
• Chiara Bucciarelli-Ducci
  Bristol Heart Institute, Bristol National Institute of Health Research Biomedical Research Centre, University Hospitals Bristol NHS Trust and University of Bristol, Bristol, UK.
• Steffen E Petersen
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, UK.
• Erik Schelbert
  Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA; Cardiovascular Magnetic Resonance Center, UPMC Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
• Charlotte Manisty
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK.
• James C Moon
  Cardiac Imaging Department, Barts Heart Centre, St Bartholomew's Hospital, London, UK; Institute of Cardiovascular Science, University College London, London, UK. Electronic address: j.moon@ucl.ac.uk.

Keywords

External Resources