Tricuspid valve flow measurement using a deep learning framework for automated valve-tracking 2D phase contrast.

Jérôme Lamy Ricardo A Gonzales Jie Xiang Felicia SeemannSteffen HuberJeremy SteeleOliver WiebenEinar HeibergDana C Peters

Published 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
convolutional neural network
magnetic resonance
magnetic resonance imaging
computed tomography
contrast enhanced