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Machine learning for atherosclerotic tissue component classification in combined near-infrared spectroscopy intravascular ultrasound imaging: Validation against histology.
Bajaj, Retesh; Eggermont, Jeroen; Grainger, Stephanie J; Räber, Lorenz; Parasa, Ramya; Khan, Ameer Hamid A; Costa, Christos; Erdogan, Emrah; Hendricks, Michael J; Chandrasekharan, Karthik H; Andiapen, Mervyn; Serruys, Patrick W; Torii, Ryo; Mathur, Anthony; Baumbach, Andreas; Dijkstra, Jouke; Bourantas, Christos V.
Affiliation
  • Bajaj R; 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.
  • Eggermont J; Division of Imaging Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands.
  • Grainger SJ; Infraredx, Inc., Bedford, MA, USA.
  • Räber L; Department of Cardiology, Bern University Hospital, Bern, Switzerland.
  • Parasa R; 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.
  • Khan AHA; Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK.
  • Costa C; Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK.
  • Erdogan E; Department of Cardiology, Barts Heart Centre, Barts Health NHS Trust, London, UK.
  • Hendricks MJ; Infraredx, Inc., Bedford, MA, USA.
  • Chandrasekharan KH; 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.
  • Andiapen M; 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.
  • Serruys PW; Faculty of Medicine, National Heart & Lung Institute, Imperial College London, UK.
  • Torii R; Department of Mechanical Engineering, University College London, London, UK.
  • Mathur A; 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.
  • Baumbach A; 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.
  • Dijkstra J; Division of Imaging Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands.
  • Bourantas CV; 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, Londo
Atherosclerosis ; 345: 15-25, 2022 03.
Article in En | MEDLINE | ID: mdl-35196627

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Coronary Artery Disease / Plaque, Atherosclerotic Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Atherosclerosis Year: 2022 Type: Article Affiliation country: United kingdom

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Coronary Artery Disease / Plaque, Atherosclerotic Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Atherosclerosis Year: 2022 Type: Article Affiliation country: United kingdom