Prior information guided deep-learning model for tumor bed segmentation in breast cancer radiotherapy
The prior tumor contours on both pre-operative and post-operative CTs provide valuable information in searching for the precise location of TB on post-operative CT. The proposed method provided a feasible way to assist auto-segmentation of TB in treatment planning of radiotherapy after breast-conserving surgery.
Authors
- Xin Xie (ORCID: https://orcid.org/0000-0002-4483-8599)
- Jiawen Shang
- Hui Yan (ORCID: https://orcid.org/0000-0003-0175-7884)
- Peng Huang (ORCID: https://orcid.org/0000-0003-2948-7169)
Institutions
- Fujian Medical University (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Fujian Provincial Cancer Hospital (CN)
Publication Details
- Journal
- BMC Medical Imaging
- Published
- 2024-11-18
- DOI
- https://doi.org/10.1186/s12880-024-01469-0
- Citations
- 3
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 1.21
Funders
- National Natural Science Foundation of China
- Fujian Provincial Health Technology Project