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基于深度学习的预测,对头癌的动态血液剂量估计进行预测

Hoyeon Lee1,2, Sebastian Tattenberg3,4

  • 1Department of Diagnostic Radiology, LKS Faculty of Medicine, University of Hong Kong, Pok Fu Lam, Hong Kong Special Administrative Region of China, People's Republic of China.

Physics in medicine and biology
|December 22, 2025
PubMed
概括

一个新的深度学习模型现在可以在放射治疗期间快速估计血液剂量,克服以前的模拟限制. 这一进步使动态血剂量模拟能够整合到治疗计划中,通过减轻辐射诱导的淋巴缺血症,有可能改善患者的治疗结果.

关键词:
血液中的剂量 血中的剂量深度学习是一种深度学习.辐射诱导的淋巴缺血症.治疗计划 治疗计划

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