Cine-DL uses targeted k-space preprocessing and an unrolled ResNet-based network to reconstruct motion-robust free-breathing radial cardiac cine MRI, outperforming k-t SENSE and iGRASP in volunteer and patient data.
Sense: sensitivity encoding for fast mri.Magnetic Resonance in Medicine: An Official Jour- nal of the International Society for Magnetic Resonance in Medicine, 42(5):952–962
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Motion-Robust Deep Reconstruction for Free-Breathing Cardiac Cine MRI
Cine-DL uses targeted k-space preprocessing and an unrolled ResNet-based network to reconstruct motion-robust free-breathing radial cardiac cine MRI, outperforming k-t SENSE and iGRASP in volunteer and patient data.