1.Research progresses in deep learning reconstruction of low-dose CT image
Jiayuan LI ; Zhenxia LI ; Yiyu CHEN ; Xinran CHEN ; Hongyang GAN ; Qingming HUANG
Chinese Journal of Medical Imaging Technology 2025;41(7):1167-1170
Reconstruction of low-dose CT image faced problems such as low resolution,blurred artifacts and strong noise.Deep learning reconstruction met the needs of reducing radiation dose and improving imaging quality,promoted reconstruction of CT image towards high efficiency,intelligence and integration of clinical diagnosis and treatment.The research progresses in deep learning low-dose CT imaging reconstruction were reviewed in this article.
2.Research progresses in deep learning reconstruction of low-dose CT image
Jiayuan LI ; Zhenxia LI ; Yiyu CHEN ; Xinran CHEN ; Hongyang GAN ; Qingming HUANG
Chinese Journal of Medical Imaging Technology 2025;41(7):1167-1170
Reconstruction of low-dose CT image faced problems such as low resolution,blurred artifacts and strong noise.Deep learning reconstruction met the needs of reducing radiation dose and improving imaging quality,promoted reconstruction of CT image towards high efficiency,intelligence and integration of clinical diagnosis and treatment.The research progresses in deep learning low-dose CT imaging reconstruction were reviewed in this article.
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