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深度学习框架,以提高用于放射治疗场景的圆束计算机断层扫描的质量

Bining Yang1, Yuxiang Liu1, Ji Zhu1

  • 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
|June 22, 2023
PubMed
概括

本研究引入了使用变压器网络的深度学习框架,以提高用于放射治疗的形光束计算机断层扫描 (CBCT) 图像质量. 该模型显著减少了图像错误,提高了诊断准确度,以便更好地规划治疗.

关键词:
在CBCT中,CBCT是CBCT.适应性放射疗法适应性放射疗法深度学习是一种深度学习.降低噪音 减少噪音个性化模型个性化模型

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