Dual‐way magnetic resonance image translation with transformer‐based adversarial network
The proposed DMTrans achieves the state-of-the-art performance for cross-sequence MR image conversion, which could provide more information assisting clinical diagnosis and treatment. It also offered a versatile and efficient solution to the needs of high-quality MR image synthesis in data-scarce conditions at different centers.
Authors
- Shengdong Nie
- Wenxin Li (ORCID: https://orcid.org/0000-0003-1744-7792)
- Weilin Gao
- Yafen Li (ORCID: https://orcid.org/0000-0002-3334-7823)
- Jun Xia (ORCID: https://orcid.org/0000-0002-5689-0343)
- Zhihao Hu
Institutions
- University of Shanghai for Science and Technology (CN)
- Shenzhen Second People's Hospital (CN)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-04-24
- DOI
- https://doi.org/10.1002/mp.17837
- Primary Topic
- Advanced Image Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China