Medical physicsMonte Carlo MethodBoron Neutron Capture TherapyDeep LearningRadiotherapy DosageRadiotherapy Planning
Enhanced difference ghost shuffle U-Net: A hybrid Monte Carlo deep learning denoiser for boron neutron capture therapy dose calculation.
Xuanhe Wang, Meitong Wei, Yuxin Wang, Xie George Xu, Zhi Chen
Published: 202510.1002/mp.70100
Abstract
BACKGROUND: Boron neutron capture therapy (BNCT) is a form of binary radiotherapy based on the 10B(n, α)7Li capture reaction. Current BNCT treatment planning system (TPS) relies on Monte Carlo (MC) simulations for dose calculation, which is time-cons…
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