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A Physics-Informed Deep Learning Model for Predicting Beam Dose Distribution of Intensity-Modulated Radiation Therapy Treatment Plans

Zihan Sun, Yongheng Yan,Yuanhua Chen,Guorong Yao,Jiazhou Wang, Weigang Hu,Zhongjie Lu,Senxiang Yan

Physics and imaging in radiation oncology(2025)

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Key words
Physics-informed network,Beam dose prediction,Interpretable deep-learning model
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