ESTRO 2025 - Abstract Book

S2709

Physics - Dose calculation algorithms

ESTRO 2025

99.1% on average in the gamma-analysis and achieving inference times below 270ms after a total training time of about 12h (150 epochs). While applying the reduced encoder-decoder framework led to higher MSE losses, the difference in mean gamma pass-rate compared to the full model comprised of only 0.1% (Transformer). Furthermore, the prediction times were reduced by half to 133ms.