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混合形式:一个卷积神经网络 - 变压器架构用于低剂量计算机断层扫描图像的无线化

Shanaz Sharmin Jui1, Zhitao Guo1, Rending Jiang1

  • 1School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, Beichen, China.

PeerJ. Computer science
|September 24, 2025
PubMed
概括

混合形式 (HybridFormer) 是一种新型的消噪模型,通过结合残余卷积和旋转变压器网络来增强低剂量CT图像. 这种先进的深度学习方法显著提高了医学成像的图像质量和诊断精度.

关键词:
扫描图像消噪的CT图像深度学习是一种深度学习.低剂量的CT图像变压器变压器变压器

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