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Updated: Jun 11, 2026

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一种基于深度学习的剂量计算方法,用于体积调制弧线治疗

Bin Liang1, Wenlong Xia1, Ran Wei1

  • 1Department of Radiation Oncology, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuannanli Rd., Chaoyang Dist, Beijing, 100021, China.

Radiation oncology (London, England)
|October 10, 2024
PubMed
概括

这项研究引入了一种深度学习方法,用于更快的体积调制弧线疗法 (VMAT) 剂量计算. 人工智能模型显著减少了计算时间,同时保持了用于VMAT规划的准确剂量分配.

关键词:
深度学习是一种深度学习.剂量计算 剂量计算规划优化优化 规划优化这就是为什么VMAT VMAT.

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