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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 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
  • cardiovascular disease
  • genome wide
  • deep learning
  • type diabetes
  • gene expression
  • image quality