Proton dose calculation with transformer: Transforming spot map to dose
The SwinUNetr model provides an efficient and accurate method for computing dose distributions in proton therapy. It also opens the possibility of reverse-engineering PSM from D<sub>W</sub>, potentially speeding up treatment planning while maintaining accuracy.
Authors
- J. Qian (ORCID: https://orcid.org/0000-0001-5276-4158)
- Xueyan Tang (ORCID: https://orcid.org/0009-0002-1231-2194)
- D.J. Moseley
- H. Wan Chan Tseung
- Jed E. Johnson
- David M. Routman (ORCID: https://orcid.org/0000-0002-2768-003X)
- M. Pepin (ORCID: https://orcid.org/0000-0002-8673-9943)
Institutions
- Mayo Clinic (US)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-03-29
- DOI
- https://doi.org/10.1002/mp.17794
- Citations
- 3
- Primary Topic
- Radiation Therapy and Dosimetry
- Type
- article
- Field-Weighted Citation Impact
- 4.56