Tricuspid valve flow measurement using a deep learning framework for automated valve-tracking 2D phase contrast.
Jérôme LamyRicardo A GonzalesJie XiangFelicia SeemannSteffen HuberJeremy SteeleOliver WiebenEinar HeibergDana C PetersPublished in: Magnetic resonance in medicine (2024)
Automated valve-tracking 2D PC is a feasible route toward evaluation of tricuspid regurgitant velocities, potentially solving a major clinical challenge.
Keyphrases
- aortic valve
- mitral valve
- deep learning
- aortic stenosis
- transcatheter aortic valve replacement
- machine learning
- ejection fraction
- left ventricular
- high throughput
- artificial intelligence
- magnetic resonance
- convolutional neural network
- coronary artery disease
- computed tomography
- heart failure
- magnetic resonance imaging