DDMamba: A Dual‐Domain Mamba for Multi‐Modal Magnetic Resonance Imaging Reconstruction With Fourier Fusion
The proposed Dual-domain Mamba network integrates spatial and wavelet domain features through Fourier fusion, effectively optimizing multi-feature representation. This method significantly enhances the reconstruction of multi-modal single-coil MRI, addressing the demand for efficient and reliable imaging solutions in clinical practice.
Authors
- Teng Yu (ORCID: https://orcid.org/0009-0002-3030-6695)
- Jieru Chi (ORCID: https://orcid.org/0000-0001-5258-6320)
- Jie Yang (ORCID: https://orcid.org/0000-0003-4801-7162)
- Feng Liu (ORCID: https://orcid.org/0000-0002-1074-2601)
- Zhijin Lin (ORCID: https://orcid.org/0009-0004-3150-9050)
Institutions
- Qingdao University (CN)
- Qingdao Agricultural University (CN)
- The University of Queensland (AU)
Publication Details
- Journal
- Magnetic Resonance in Medicine
- Published
- 2025-11-02
- DOI
- https://doi.org/10.1002/mrm.70148
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00