Automated vessel-specific coronary artery calcification quantification with deep learning in a large multi-centre registry.

Michelle C WilliamsAakash D ShanbhagJianhang ZhouAnna M MichalowskaMark LemleyRobert J H MillerAditya KillekarParker WaechterHeidi GransarSerge D Van KriekingeValerie BuiloffAttila FeherRobert J H MillerTimothy BatemanDamini DeyDaniel BermanPiotr J Slomka

Published in: European heart journal. Cardiovascular Imaging (2024)

Vessel-specific CAC assessment with DL can be performed accurately and rapidly on gated CT and AC CT and provides important prognostic information.

Keyphrases

deep learning
coronary artery
image quality
dual energy
computed tomography
contrast enhanced
machine learning
pulmonary artery
positron emission tomography
high throughput
convolutional neural network
magnetic resonance
health information