Review
Open access
Sep 2026
CT-based deep learning auto-segmentation of high-risk clinical target volume in CT-guided cervical cancer brachytherapy: a single-center pragmatic study
3D U-Net provided the most favorable overall performance among the evaluated architectures for intact-cervix cases and support further physician-supervised implementation, followed by multicenter external validation and cohort-level dosimetric assessment.
Chen-Ying Ma, Yi Fu, Lu Zhang et al.
· Frontiers in Oncology · 0 citations