Deep learning‐based estimation of respiration‐induced deformation from surface motion: A proof‐of‐concept study on 4D thoracic image synthesis
The results demonstrated the effectiveness of CEM on estimating tissue DVF inside thorax. CEM requires no patient-specific breathing data sampling and no additional training before treatment. It shows potential for broad applications.
Authors
- Jie Zhang (ORCID: https://orcid.org/0000-0001-7821-4808)
- Xue Bai (ORCID: https://orcid.org/0000-0002-9056-0882)
- Guoping Shan
Institutions
- Zhejiang Cancer Hospital (CN)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-04-05
- DOI
- https://doi.org/10.1002/mp.17804
- Citations
- 3
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 5.65
Funders
- National Natural Science Foundation of China