Open access
Sep 2026
Interpretable graph-conditioned CNNs for dose-volume histogram prediction in radiotherapy.
BACKGROUND Accurate dose-volume histogram (DVH) prediction is essential for high-quality and automated radiotherapy (RT) planning. However, existing deep learning methods primarily focus on voxel-level dose prediction followed by post-processing to extract DVHs, a workflow that can introduce cumulative errors and limit...
Xiao-Ling Zhu, C. Ling, Hao Xu et al.
· Medical Physics (Lancaster) · 0 citations