Z
Zhuiyang Zhang
Publications - 5
Citations - 694
Zhuiyang Zhang is an academic researcher. The author has contributed to research in topics: Image restoration & Deep learning. The author has an hindex of 3, co-authored 3 publications receiving 364 citations.
Papers
More filters
Journal ArticleDOI
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)
Chenyu You,Wenxiang Cong,Michael W. Vannier,Punam K. Saha,Eric A. Hoffman,Ge Wang,Guang Li,Yi Zhang,Xiaoliu Zhang,Hongming Shan,Mengzhou Li,Shenghong Ju,Zhen Zhao,Zhuiyang Zhang +13 more
TL;DR: Wang et al. as mentioned in this paper proposed a semi-supervised deep learning approach to recover high-resolution (HR) CT images from low resolution (LR) counterparts by enforcing the cycle-consistency in terms of the Wasserstein distance.
Journal ArticleDOI
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE)
Chenyu You,Guang Li,Yi Zhang,Xiaoliu Zhang,Hongming Shan,Shenghong Ju,Zhen Zhao,Zhuiyang Zhang,Wenxiang Cong,Michael W. Vannier,Punam K. Saha,Ge Wang +11 more
TL;DR: In this article, a semi-supervised deep learning approach was proposed to recover high-resolution (HR) CT images from low resolution (LR) counterparts by enforcing the cycle-consistency in terms of Wasserstein distance to establish a nonlinear end-to-end mapping from noisy LR input images to denoised and deblurred HR outputs.
Journal ArticleDOI
Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising
Chenyu You,Qingsong Yang,Hongming Shan,Lars Gjesteby,Guang Li,Shenghong Ju,Zhuiyang Zhang,Zhen Zhao,Yi Zhang,Wenxiang Cong,Ge Wang +10 more
TL;DR: This paper proposes a novel 3-D noise reduction method, called structurally sensitive multi-scale generative adversarial net, to improve the low-dose CT image quality, which incorporates3-D volumetric information to improved the image quality.
Journal ArticleDOI
Adding liver R2* quantification to proton density fat fraction MRI of vertebral bone marrow improves the prediction of osteoporosis
TL;DR: The predictive improvement over the use of BM PDFF and other traditional risk factors demonstrates the potential of liver R2* as a biomarker for osteopenia and osteoporosis in healthy women.
Journal ArticleDOI
Preoperative evaluation of malignant pancreatobiliary obstruction: A novel technique for multiphase fusion 3D CT images
TL;DR: In this paper , a multiphase fusion 3D images of CT arteriography, portovenography and hepatic venography combined with negative-contrast CT cholangiopancreatography can be done with enhanced multi-phase CT scan using intravenous contrast agent at once.