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Machine learning for atherosclerotic tissue component classification in combined near-infrared spectroscopy intravascular ultrasound imaging: Validation against histology

Atherosclerosis, vol. 345, pp. 15–25

Authors 17

  1. Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  2. Leiden University Medical Center

    Affiliation as printed

    Division of Imaging Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands

  3. Infraredx, Inc. (United States)

    Affiliation as printed

    Infraredx, Inc., Bedford, MA, USA

  4. University Hospital of Bern

    Affiliation as printed

    Department of Cardiology, Bern University Hospital, Bern, Switzerland

  5. Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  6. Barts Health NHS Trust

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  7. Barts Health NHS Trust

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  8. Barts Health NHS Trust

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  9. Infraredx, Inc. (United States)

    Affiliation as printed

    Infraredx, Inc., Bedford, MA, USA

  10. Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  11. Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  12. Imperial College London

    Affiliation as printed

    Faculty of Medicine, National Heart & Lung Institute, Imperial College London, UK

  13. University College London

    Affiliation as printed

    Department of Mechanical Engineering, University College London, London, UK

  14. Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  15. Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

  16. Leiden University Medical Center

    Affiliation as printed

    Division of Imaging Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands

  17. Christos V. Bourantas corresponding

    Queen Mary University of London · Barts Health NHS Trust · William Harvey Research Institute · University College London

    Affiliation as printed

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK; Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK; Institute of Cardiovascular Sciences, University College London, London, UK. Electronic address: cbourantas@gmail.com

    Cardiovascular Devices Hub, Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London, UK

    Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK

    Institute of Cardiovascular Sciences, University College London, London, UK

Cited by 22 stored of 21

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References 48