Automated vessel specific coronary artery calcification quantification with deep learning in a large multi-center registry.
Michelle C WilliamsAakash D ShanbhagJianhang ZhouAnna M MichalowskaMark LemleyRobert Jh MillerAditya KillekarParker WaechterHeidi GransarSerge D Van KriekingeValerie BuiloffAttila FeherRobert J H MillerTimothy BatemanDamini DeyDaniel BermanPiotr J SlomkaPublished in: European heart journal. Cardiovascular Imaging (2024)
Vessel-specific CAC assessment with DL can be performed accurately and rapidly on gated CT and attenuation correction CT and provides important prognostic information.
Keyphrases
- deep learning
- coronary artery
- image quality
- dual energy
- computed tomography
- contrast enhanced
- machine learning
- pulmonary artery
- chronic kidney disease
- positron emission tomography
- magnetic resonance imaging
- artificial intelligence
- high throughput
- convolutional neural network
- healthcare
- health information
- social media