2 papers
eess.IV2019
LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset
Shanshan Wang, Yanxia Chen, Taohui Xiao +3
This paper proposes to learn analysis transform network for dynamic magnetic resonance imaging (LANTERN) with small dataset. Integrating the strength of CS-MRI and deep learning, t…
eess.IV2019
Model-based Convolutional De-Aliasing Network Learning for Parallel MR Imaging
Yanxia Chen, Taohui Xiao, Cheng Li +2
Parallel imaging has been an essential technique to accelerate MR imaging. Nevertheless, the acceleration rate is still limited due to the ill-condition and challenges associated w…