Feasibility study of U-Net-based automatic segmentation of pelvic bone marrow for postoperative radiotherapy in cervical cancer
The RT-Mind software based on a U-Net architecture demonstrates high accuracy and efficiency in segmenting CTV and OARs in postoperative radiotherapy for cervical cancer, particularly in delineating pelvic bone marrow. It effectively reduces contouring time and inter-observer variability, offering promising clinical applicability.
Authors
- Yan Zhuang
- Qianjin Shi
- Tianhong Tang
- Hao Qiu
- Kang Shen
Institutions
- Yang Hospital (KR)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2026-01-27
- DOI
- https://doi.org/10.3389/fonc.2025.1612984
- Primary Topic
- Endometrial and Cervical Cancer Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00