Highly accelerated free-breathing real-time phase contrast cardiovascular MRI via complex-difference deep learning.

Hassan Haji-Valizadeh Rui Guo Selcuk KucukseymenAmanda PaskavitzXiaoying CaiJennifer RodriguezPatrick PierceBeth GodduDaniel KimWarren ManningReza Nezafat

Published in: Magnetic resonance in medicine (2021)

The complex-difference DL framework accelerated real-time PC-MRI by nearly 28-fold, enabling rapid free-running real-time assessment of flow hemodynamics.

Keyphrases

contrast enhanced
deep learning
magnetic resonance imaging
diffusion weighted imaging
magnetic resonance
computed tomography
high intensity
machine learning
artificial intelligence
convolutional neural network
sensitive detection