Planning CT-Guided Dual-Branch Attention GAN for Longitudinal CBCT Outpainting in Adaptive Radiotherapy.
A deep learning-based CBCT outpainting framework that synthesizes anatomically consistent extensions beyond the scanned volume can restore CBCT longitudinal coverage with high anatomical fidelity, supporting more reliable deformable registration and adaptive radiotherapy workflows in clinical environments constrained b...