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Precision measurement of cardiac structure and function in cardiovascular magnetic resonance using machine learning.
Davies, Rhodri H; Augusto, João B; Bhuva, Anish; Xue, Hui; Treibel, Thomas A; Ye, Yang; Hughes, Rebecca K; Bai, Wenjia; Lau, Clement; Shiwani, Hunain; Fontana, Marianna; Kozor, Rebecca; Herrey, Anna; Lopes, Luis R; Maestrini, Viviana; Rosmini, Stefania; Petersen, Steffen E; Kellman, Peter; Rueckert, Daniel; Greenwood, John P; Captur, Gabriella; Manisty, Charlotte; Schelbert, Erik; Moon, James C.
Affiliation
  • Davies RH; Institute of Cardiovascular Science, University College London, London, UK.
  • Augusto JB; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Bhuva A; MRC Unit for Lifelong Health and Ageing, University College London, London, UK.
  • Xue H; Institute of Cardiovascular Science, University College London, London, UK.
  • Treibel TA; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Ye Y; Institute of Cardiovascular Science, University College London, London, UK.
  • Hughes RK; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Bai W; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, USA.
  • Lau C; Institute of Cardiovascular Science, University College London, London, UK.
  • Shiwani H; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Fontana M; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Kozor R; Institute of Cardiovascular Science, University College London, London, UK.
  • Herrey A; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Lopes LR; Data Science Institute, Imperial College London, London, UK.
  • Maestrini V; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Rosmini S; William Harvey Research Institute, Queen Mary University of London, London, UK.
  • Petersen SE; Institute of Cardiovascular Science, University College London, London, UK.
  • Kellman P; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Rueckert D; Institute of Cardiovascular Science, University College London, London, UK.
  • Greenwood JP; National Amyloidosis Centre, University College London, London, UK.
  • Captur G; Sydney Medical School, University of Sydney, Sydney, Australia.
  • Manisty C; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
  • Schelbert E; Institute of Cardiovascular Science, University College London, London, UK.
  • Moon JC; Bart's Heart Centre, St Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.
J Cardiovasc Magn Reson ; 24(1): 16, 2022 03 10.
Article in En | MEDLINE | ID: mdl-35272664
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Machine Learning Type of study: Prognostic_studies / Qualitative_research Limits: Humans Language: En Journal: J Cardiovasc Magn Reson Journal subject: ANGIOLOGIA / CARDIOLOGIA / DIAGNOSTICO POR IMAGEM Year: 2022 Type: Article Affiliation country: United kingdom
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Machine Learning Type of study: Prognostic_studies / Qualitative_research Limits: Humans Language: En Journal: J Cardiovasc Magn Reson Journal subject: ANGIOLOGIA / CARDIOLOGIA / DIAGNOSTICO POR IMAGEM Year: 2022 Type: Article Affiliation country: United kingdom