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半监督的时间注意网络用于肺部4D CT通风估计.

Peng Xue1, Jingyang Zhang2, Lei Ma3

  • 1School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, 264209, China.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
|April 11, 2025
PubMed
概括

这项研究引入了一种新型的半监督时间注意网络 (S2TA),用于准确的肺4D CT通风估计. 该方法通过克服现有的CT通风成像技术的局限性,改善了放射治疗的规划和反应评估.

关键词:
4D CT CT 在 4D CT 中.肺部通风估计的估计.半监督学习 半监督学习时间的注意力.

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