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Updated: May 2, 2026

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跨技术转移学习,以基于有限的样本大小来预测放射治疗规划的剂量分配

Xiaohong Wang1, Ke Wang1, Jialin Ding1

  • 1National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Medical physics
|March 11, 2026
PubMed
概括

转移学习准确地预测了有限数据的放射治疗剂量分配. 这种使用有限样本 (五到七个案例) 的跨技术方法取得了临床上可接受的结果,与标准模型可比.

关键词:
这是一个跨技术的交叉技术.剂量预测剂量预测辐射疗法 辐射疗法转移学习转移学习

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