Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)Monte Carlo MethodRadiotherapy PlanningComputer-AssistedUncertaintyRadiotherapy Dosage
Statistical uncertainty-aware dual-path dilated convolution fusion framework for Monte Carlo dose denoising: Enhancing accuracy and efficiency in radiotherapy planning.
Xingyu Lu, Yongbao Li, Linghong Zhou, Ting Song
Published: 202610.1016/j.ejmp.2025.105700
Abstract
PURPOSE: Monte Carlo (MC)-based dose calculation provides high accuracy in radiotherapy but is limited by statistical uncertainty (SU), which introduces noise and increases computational demands. This study proposes a Statistical Uncertainty-aware de…
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