A diffusion transformer trained only on head-and-neck proton plans denoises low-statistics Monte Carlo dose maps for lung, breast, and prostate sites without fine-tuning, with gamma pass rates above 92%.
Robust intensity-modulated proton therapy to reduce high linear energy transfer in organs at risk
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Diffusion Transformer-based Universal Dose Denoising for Pencil Beam Scanning Proton Therapy
A diffusion transformer trained only on head-and-neck proton plans denoises low-statistics Monte Carlo dose maps for lung, breast, and prostate sites without fine-tuning, with gamma pass rates above 92%.