Real-time tumor tracking for magnetic resonance-guided radiotherapy using label-efficient foundation model adaptation
Background and Purpose: Real-time tumor tracking on cine magnetic resonance imaging (cine-MRI) enables intra-fraction motion management in magnetic resonance-guided radiotherapy. Pipelines often rely on deformable registration or template matching to propagate contours, which can degrade under non-rigid motion and cine...