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)HumansRadiotherapy PlanningComputer-AssistedRadiotherapy DosageDeep Learning
A few-shot u-net learning framework for fast and accurate three-dimensional dose prediction in radiotherapy.
Zhong Chen, Wangyao Li, Xinglei Shen, Ronald C Chen, Yuting Lin, Hao Gao
Published: 202510.1016/j.ejmp.2025.105184
Abstract
BACKGROUND: Accurate and fast patient-specific dose prediction is crucial to improve the quality and efficiency of radiation treatment planning. Recently, deep learning-based approaches have achieved remarkable results in dose predictions across vari…
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