Accurate dose prediction with deep learning technique in proton beam therapy (PBT) remains challenging due to steep dose gradients inherent to particle beams. Conventional models with pixel-wise loss functions yield over-smoothed predictions, and fixed dose g...
Takahiro Kato, PhD
Therapy Physics