Mamba-AE: pixel-wise anomaly detection auto-encoder in chemical exchange saturation transfer magnetic resonance imaging
Mamba-AE provides a computationally efficient and robust solution for early disease detection in CEST MRI. Its integration of spectral feature learning and structural preservation highlights its potential for clinical applications requiring high sensitivity to subtle pathological changes.
Authors
- Yuanlin Zhang (ORCID: https://orcid.org/0000-0001-5163-8109)
- Xiaoli Wang
- Zhenzhen You
- Lu Sun
- Lanfen Chen
- Xiaowei He
- LIN WANG
- Yingcheng Zhao
Institutions
- Northwest University (CN)
- Xi'an University of Technology (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2026-02-13
- DOI
- https://doi.org/10.21037/qims-2025-1952
- Primary Topic
- Lanthanide and Transition Metal Complexes
- Type
- article
- Field-Weighted Citation Impact
- 0.00