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Updated: Jul 17, 2026

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一种基于机器学习的方法来预测每个场的能量层,用于肺癌现场扫描质子弧疗法:可行性研究

Yuanyuan Ma1,2,3,4, Yazhou Li1,2,3,5,6, Penghui Xu1,2,3,7

  • 1Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China.

Medical physics
|May 21, 2024
PubMed
概括

机器学习可以自动选择最佳能量层 (ELs) 用于质子弧疗法 (PAT) 肺癌计划. 这种ML方法为PAT中EL选择提供了一种快速有效的方法,与手工方法相比.

关键词:
能量层的预测和预测.肺癌是一种肺癌.机器学习是机器学习.现场扫描质子弧疗法

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