AI-enabled Cardiac Chambers Volumetry and Calcified Plaque Characterization in Coronary Artery Calcium (CAC) Scans (AI-CAC) Significantly Improves on Agatston CAC Score for Predicting All Cardiovascular Events: The Multi-Ethnic Study of Atherosclerosis.

Morteza NaghaviAnthony ReevesKyle AtlasChenyu ZhangThomas AtlasClaudia HenschkeDavid YankelevitzMatthew J BudoffDong LiSion RoyKhurram NasirJagat NarulaIoannis KakadiarisSabee MolloiZahi FayadDavid J MaronMichael McConnellKim WilliamsDaniel LevyNathan Wong

Published in: Research square (2024)

In this multi-ethnic longitudinal population study, AI-CAC significantly and consistently improved the prediction of all CVD events over 15 years compared with the Agatston score.

Keyphrases

cardiovascular events
coronary artery
artificial intelligence
coronary artery disease
cardiovascular disease
pulmonary artery
machine learning
heart failure
magnetic resonance imaging
left ventricular
cross sectional
magnetic resonance
pulmonary hypertension
pulmonary arterial hypertension