Attention-based dual-branch deep network for sparse-view computed tomography image reconstruction.

Xiang Gao,Ting Su,Yunxin Zhang,Jiongtao Zhu,Yuhang Tan,Han Cui,Xiaojing Long,Hairong Zheng,Dong Liang,Yongshuai Ge

Quantitative imaging in medicine and surgery（2023）

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摘要

The proposed attention-based dual-branch deep network, ADB-Net, provides a promising alternative to reconstruct high-quality sparse-view CT images for low-dose CT imaging.

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关键词

CT reconstruction,attention,deep learning,sparse-view CT,streak artifact

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