Machine Learning Detects Symptomatic Plaques in Patients With Carotid Atherosclerosis on CT Angiography.
Francesco PisuBrady J WilliamsonValentina NardiKosmas I ParaskevasJosep PuigAchala S VagalGianluca de RubeisMichele PorcuRiccardo CauJohn C BensonAntonella BalestrieriGiuseppe LanzinoJasjit S SuriAbdelkader MahammediLuca SabaPublished 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.