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Deep Learning Enhanced T1 Mapping and Reconstruction Framework with Spatial-temporal and Physical Constraint

Deep learning-based reconstruction for 3D coronary MR angiography with a 3D variational neural network (3D-VNN)

End-to-end Motion Corrected Reconstruction using Deep Learning for Accelerated Free-breathing Cardiac MRI

Generation of co-registered multi-contrast MR images for carotid atherosclerosis evaluation based on a single SIMPLE sequence

LAPNet: Deep-learning based non-rigid motion estimation in k-space from highly undersampled respiratory and cardiac resolved acquisitions

Myocardial T1, T2, T2* and Fat Fraction Quantification via Low-Rank Motion-Corrected Cardiac MRF

Non-uniform Fast Fourier Transform via Deep Learning