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Deep Learning-Based Monte Carlo Dose Prediction for Heavy-Ion Online Adaptive Radiotherapy and Fast Quality Assurance: A Feasibility Study

Rui He, Jian Wang, Wei Wu,Hui Zhang, Yinuo Liu, Ying Luo,Xinyang Zhang, Yuanyuan Ma,Xinguo Liu,Yazhou Li,Haibo Peng,Pengbo He,Qiang Li

MEDICAL PHYSICS（2025）

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Key words
deep learning,dose prediction,heavy ion radiotherapy,Monte Carlo simulation,online adaptive radiotherapy,rapid quality assurance
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