DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction

Yucong Meng, Zhiwei Yang, Zhijian Song +1

The accelerated MRI reconstruction poses a challenging ill-posed inverse problem due to the significant undersampling in k-space. Deep neural networks, such as CNNs and ViTs, have…