Movienet: Deep space-time-coil reconstruction network without k-space data consistency for fast motion-resolved 4D MRI.

Victor MurraySyed SiddiqChristopher CraneMaria El Homsi Tae-Hyung Kim Can Wu Ricardo Otazo

Published in: Magnetic resonance in medicine (2023)

Movienet accelerates data acquisition with respect to compressed sensing and reconstructs 4D images in less than 1 s, which would enable an efficient implementation of 4D MRI in a clinical setting for fast motion-resistant 3D anatomical imaging or motion-resolved 4D imaging.

Keyphrases

high resolution
magnetic resonance imaging
contrast enhanced
electronic health record
high speed
big data
primary care
healthcare
deep learning
diffusion weighted imaging
computed tomography
convolutional neural network
machine learning