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Yongyi Shi
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Low-dose CT image denoising using a generative adversarial network with Wasserstein distance and perceptual loss
Q Yang, P Yan, Y Zhang, H Yu, Y Shi, X Mou, MK Kalra, Y Zhang, L Sun, ...
IEEE transactions on medical imaging 37 (6), 1348-1357, 2018
14342018
Deep tomographic image reconstruction: yesterday, today, and tomorrow—editorial for the 2nd special issue “Machine Learning for Image Reconstruction”
G Wang, M Jacob, X Mou, Y Shi, YC Eldar
IEEE transactions on medical imaging 40 (11), 2956-2964, 2021
172021
Spectral CT reconstruction via low-rank representation and region-specific texture preserving Markov random field regularization
Y Shi, Y Gao, Y Zhang, J Sun, X Mou, Z Liang
IEEE transactions on medical imaging 39 (10), 2996-3007, 2020
132020
Constructing a tissue-specific texture prior by machine learning from previous full-dose scan for Bayesian reconstruction of current ultralow-dose CT images
Y Gao, J Tan, Y Shi, S Lu, A Gupta, H Li, Z Liang
Journal of Medical Imaging 7 (3), 032502-032502, 2020
62020
A machine learning approach to construct a tissue-specific texture prior from previous full-dose CT for Bayesian reconstruction of current ultralow-dose CT images
Y Gao, J Tan, Y Shi, S Lu, Z Liang
15th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2019
62019
Conversion of the Mayo LDCT data to synthetic equivalent through the diffusion model for training denoising networks with a theoretically perfect privacy
Y Shi, G Wang
arXiv preprint arXiv:2301.06604, 2023
52023
Energy enhanced tissue texture in spectral computed tomography for lesion classification
Y Gao, Y Shi, W Cao, S Zhang, Z Liang
Visual Computing for Industry, Biomedicine, and Art 2, 1-12, 2019
42019
Machine learned texture prior from full-dose CT database via multi-modality feature selection for Bayesian reconstruction of low-dose CT
Y Gao, J Tan, Y Shi, H Zhang, S Lu, A Gupta, H Li, M Reiter, Z Liang
IEEE transactions on medical imaging 42 (11), 3129-3139, 2021
32021
Prior knowledge driven machine learning approach for PET sinogram data denoising
S Lu, J Tan, Y Gao, Y Shi, Z Liang
Medical Imaging 2020: Physics of Medical Imaging 11312, 1064-1068, 2020
32020
A joint-parameter estimation and Bayesian reconstruction approach to low-dose CT
Y Gao, S Lu, Y Shi, S Chang, H Zhang, W Hou, L Li, Z Liang
Sensors 23 (3), 1374, 2023
22023
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity
W Cao, MJ Pomeroy, Z Liang, Y Gao, Y Shi, J Tan, F Han, J Wang, J Ma, ...
arXiv preprint arXiv:2205.14029, 2022
22022
Spectral CT inspired data engineering for colon polyp classification
Y Gao, W Cao, S Zhang, Y Shi, MJ Pomeroy, MA Barish, PJ Pickhardt, ...
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2019
22019
Generative low-dose CT image denoising
Q Yang, P Yan, Y Zhang, H Yu, Y Shi, X Mou, MK Kalra, Y Zhang, L Sun, ...
Deep Learning and Convolutional Neural Networks for Medical Imaging and …, 2019
22019
Diffusion prior regularized iterative reconstruction for low-dose ct
W Xia, Y Shi, C Niu, W Cong, G Wang
arXiv preprint arXiv:2310.06949, 2023
12023
Hyperparameter Selection for Bayesian Image Reconstruction by Mimicking Physical Crystallization
Y Gao, Z Liang, S Lu, Y Shi, S Chang, W Hou
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020
12020
An Adaptive Optimum Contrast CT Image Acquisition for Improved Spectrum Estimation-Guided DECT reconstruction
S Chang, Y Gao, H Yan, Y Shi, X Mou, Z Liang
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020
12020
Tensor convolutional neural network architecture for spectral CT reconstruction
Y Shi, Y Gao, X Mou, Z Liang
Medical Imaging 2020: Physics of Medical Imaging 11312, 487-492, 2020
12020
Low-dose computed tomography image reconstruction via structure tensor total variation regularization
J Wu, X Mou, Y Shi, T Bai, Y Chen
Medical Imaging 2018: Physics of Medical Imaging 10573, 868-877, 2018
12018
Windmill artifact reduction based on the combined reconstructed image
Y Shi, Y Zhang, X Chen, X Mou
Medical Imaging 2018: Physics of Medical Imaging 10573, 915-920, 2018
12018
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction
Y Shi, Y Gao, Q Xu, Y Li, C Zhang, X Mou, Z Liang
IEEE Transactions on Medical Imaging, 2024
2024
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