Machine Learning Detects Symptomatic Plaques in Patients With Carotid Atherosclerosis on CT Angiography.

Francesco Pisu Brady J Williamson Valentina Nardi Kosmas I ParaskevasJosep PuigAchala S Vagal Gianluca de Rubeis Michele Porcu Riccardo Cau John C Benson Antonella Balestrieri Giuseppe LanzinoJasjit S SuriAbdelkader MahammediLuca Saba

Published in: Circulation. Cardiovascular imaging (2024)

This study presented an interpretable machine learning model that accurately identifies symptomatic carotid plaques using computed tomography angiography derived plaque composition features, aiding clinical decision-making.

Keyphrases

machine learning
decision making
artificial intelligence
big data
coronary artery
coronary artery disease
deep learning
type diabetes
magnetic resonance imaging
magnetic resonance
gene expression
image quality
contrast enhanced