Automated mitral valve vortex ring extraction from 4D-flow MRI.

Corina Kräuter Ursula ReiterClemens ReiterVolha NizhnikavaMarc MasanaAlbrecht SchmidtMichael FuchsjägerRudolf StollbergerGert Reiter

Published in: Magnetic resonance in medicine (2020)

An automated method for temporal MV vortex ring extraction demonstrating robustness with respect to LV segmentation strategies is introduced. Quantitative vortex parameter analysis indicates importance of the MV vortex ring for LV diastolic (dys)function.

Keyphrases

mitral valve
deep learning
left ventricular
magnetic resonance imaging
blood pressure
machine learning
contrast enhanced
high throughput
left atrial
heart failure
diffusion weighted imaging