A deep learning-based dose calculation method for volumetric modulated arc therapy
The dose distribution derived by the network showed good agreement with the TPS calculated dose distribution. The computational time was reduced to approximate one-sixth of its original duration. Therefore the presented deep learning-based dose calculation method has the potential to be used for planning optimization.
Authors
- Yuan Xu (ORCID: https://orcid.org/0000-0002-0777-7838)
- Jianrong Dai
- Zhiqiang Liu (ORCID: https://orcid.org/0000-0002-0677-8097)
- Ran Wei (ORCID: https://orcid.org/0000-0003-4274-7447)
- Wenlong Xia
- Bin Liang
Institutions
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- National Cancer Center (US)
Publication Details
- Journal
- Radiation Oncology
- Published
- 2024-10-10
- DOI
- https://doi.org/10.1186/s13014-024-02534-2
- Citations
- 1
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.61
Funders
- National Natural Science Foundation of China
- Cancer Foundation of China