Accelerated Measurement of Carotid Plaque Volume Using Artificial Intelligence Enhanced 3D Ultrasound.

Journal: Annals of vascular surgery
PMID:

Abstract

BACKGROUND: Carotid plaque volume (CPV) can be measured by 3D ultrasound and may be a better predictor of stroke than stenosis, but analysis time limits clinical utility. This study tested the accuracy, reproducibility, and time saved of using an artificial intelligence (AI) derived semiautomatic software to measure CPV ("auto-CPV").

Authors

  • Alison Shirley Phair
    Division of Cardiovascular Sciences, University of Manchester, Manchester Academic Health Science, Manchester University NHS Foundation Trust, Manchester, UK; Manchester Vascular Centre, Manchester Academic Vascular Research and Innovation Centre (MAVRIC), Manchester University NHS Foundation Trust, Manchester, UK.
  • Joao Carreira
    Independent Vascular Services Ltd, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.
  • Frank Lee Bowling
    Division of Cardiovascular Sciences, University of Manchester, Manchester Academic Health Science, Manchester University NHS Foundation Trust, Manchester, UK; Manchester Vascular Centre, Manchester Academic Vascular Research and Innovation Centre (MAVRIC), Manchester University NHS Foundation Trust, Manchester, UK.
  • Jonathan Ghosh
    Division of Cardiovascular Sciences, University of Manchester, Manchester Academic Health Science, Manchester University NHS Foundation Trust, Manchester, UK; Manchester Vascular Centre, Manchester Academic Vascular Research and Innovation Centre (MAVRIC), Manchester University NHS Foundation Trust, Manchester, UK.
  • Craig Smith
    Division of Cardiovascular Sciences, Lydia Becker Institute of Immunology and inflammation, University of Manchester, Manchester, UK; Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Royal Foundation Trust, Manchester, UK.
  • Steven Kristofor Rogers
    Division of Cardiovascular Sciences, University of Manchester, Manchester Academic Health Science, Manchester University NHS Foundation Trust, Manchester, UK; Manchester Vascular Centre, Manchester Academic Vascular Research and Innovation Centre (MAVRIC), Manchester University NHS Foundation Trust, Manchester, UK. Electronic address: steven.rogers@ivs-online.co.uk.