Feasibility of a General-Purpose Deep Learning Dose Engine: A Multi-Site Validation Study
The primary objective of this study was to develop a generalized deep learning-based dose calculation engine capable of accurate, site-independent dose prediction. By utilizing a beamlet-based input strategy, we aimed to establish a computationally consistent...
Poster Program · Therapy Physics
To Bag or Not to Bag? Comparative Evaluation of Patient Positioning and Motion Management In MR-Guided Prostate SBRT
Vacuum cradles/bags (VC) combined with head and leg immobilization are commonly used for prostate stereotactic body radiotherapy (SBRT) treatment setup. Removing the VC may offer practical advantages for efficient patient positioning, comfort, and high-qualit...
Poster Program · Therapy Physics