Fully Automated Valve Segmentation for Blood Flow Assessment From 4D Flow MRI Including Automated Cardiac Valve Tracking and Transvalvular Velocity Mapping.
Thomas In de BraektJean-Paul AbenMarc MaussenHarrie C M van den BoschPatrick HouthuizenArno A W RoestPieter J van den BoogaardHildo J LambJos J M WestenbergPublished in: Journal of magnetic resonance imaging : JMRI (2024)
3 TECHNICAL EFFICACY: Stage 3.
Keyphrases
- blood flow
- deep learning
- aortic valve
- mitral valve
- aortic stenosis
- machine learning
- high throughput
- convolutional neural network
- left ventricular
- magnetic resonance imaging
- transcatheter aortic valve replacement
- contrast enhanced
- high resolution
- ejection fraction
- diffusion weighted imaging
- heart failure
- computed tomography
- mass spectrometry