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从碳离子放射治疗中腹部部位的4DMRI中合成的深度学习4DCT

Anestis Nakas1, Maksym Hladchuk1, Giovanni Parrella1

  • 1Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
|April 5, 2025
PubMed
概括

深度学习可以从4DMRI生成合成4DCT (4D-sCT),用于腹部碳离子放射治疗 (CIRT). 这种方法显示了通过从4DMRI数据创建准确的4D-sCT来改善治疗计划的潜力.

关键词:
在4DMRI指南中.碳离子辐射疗法 碳离子辐射疗法深度学习是一种深度学习.图像引导粒子疗法是指导图像的.仅使用MRI即可.合成的4DCT可以使用.

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