Low-dose CT with a residual encoder-decoder convolutional neural network H Chen, Y Zhang, MK Kalra, F Lin, Y Chen, P Liao, J Zhou, G Wang IEEE transactions on medical imaging 36 (12), 2524-2535, 2017 | 1698 | 2017 |
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 | 1554 | 2018 |
Low-dose CT via convolutional neural network H Chen, Y Zhang, W Zhang, P Liao, K Li, J Zhou, G Wang Biomedical optics express 8 (2), 679-694, 2017 | 816 | 2017 |
CT super-resolution GAN constrained by the identical, residual, and cycle learning ensemble (GAN-CIRCLE) C You, G Li, Y Zhang, X Zhang, H Shan, M Li, S Ju, Z Zhao, Z Zhang, ... IEEE transactions on medical imaging 39 (1), 188-203, 2019 | 506 | 2019 |
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network H Shan, Y Zhang, Q Yang, U Kruger, KM Kalra, L Sun, W Cong, G Wang IEEE Transactions on Medical Imaging 37 (6), 1522-1534, 2018 | 481 | 2018 |
LEARN: Learned experts’ assessment-based reconstruction network for sparse-data CT H Chen, Y Zhang, Y Chen, J Zhang, W Zhang, H Sun, Y Lv, P Liao, J Zhou, ... IEEE transactions on medical imaging 37 (6), 1333-1347, 2018 | 437 | 2018 |
MD-Recon-Net: a parallel dual-domain convolutional neural network for compressed sensing MRI M Ran, W Xia, Y Huang, Z Lu, P Bao, Y Liu, H Sun, J Zhou, Y Zhang IEEE Transactions on Radiation and Plasma Medical Sciences 5 (1), 120-135, 2020 | 330 | 2020 |
Structurally-sensitive multi-scale deep neural network for low-dose CT denoising C You, Q Yang, H Shan, L Gjesteby, G Li, S Ju, Z Zhang, Z Zhao, Y Zhang, ... IEEE access 6, 41839-41855, 2018 | 251 | 2018 |
Low-dose CT denoising with convolutional neural network H Chen, Y Zhang, W Zhang, P Liao, K Li, J Zhou, G Wang 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | 174 | 2017 |
Denoising of 3D magnetic resonance images using a residual encoder–decoder Wasserstein generative adversarial network M Ran, J Hu, Y Chen, H Chen, H Sun, J Zhou, Y Zhang Medical image analysis 55, 165-180, 2019 | 156 | 2019 |
DU-GAN: Generative adversarial networks with dual-domain U-Net-based discriminators for low-dose CT denoising Z Huang, J Zhang, Y Zhang, H Shan IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2021 | 151 | 2021 |
Simultaneous denoising and super-resolution of optical coherence tomography images based on generative adversarial network Y Huang, Z Lu, Z Shao, M Ran, J Zhou, L Fang, Y Zhang Optics express 27 (9), 12289-12307, 2019 | 128 | 2019 |
Convolutional sparse coding for compressed sensing CT reconstruction P Bao, W Xia, K Yang, W Chen, M Chen, Y Xi, S Niu, J Zhou, H Zhang, ... IEEE transactions on medical imaging 38 (11), 2607-2619, 2019 | 124 | 2019 |
Spectral CT reconstruction with image sparsity and spectral mean Y Zhang, Y Xi, Q Yang, W Cong, J Zhou, G Wang IEEE transactions on computational imaging 2 (4), 510-523, 2016 | 123 | 2016 |
Discriminative feature representation to improve projection data inconsistency for low dose CT imaging J Liu, J Ma, Y Zhang, Y Chen, J Yang, H Shu, L Luo, G Coatrieux, W Yang, ... IEEE transactions on medical imaging 36 (12), 2499-2509, 2017 | 117 | 2017 |
Few-view image reconstruction with fractional-order total variation Y Zhang, W Zhang, Y Lei, J Zhou JOSA A 31 (5), 981-995, 2014 | 112 | 2014 |
Statistical iterative reconstruction using adaptive fractional order regularization Y Zhang, Y Wang, W Zhang, F Lin, Y Pu, J Zhou Biomedical optics express 7 (3), 1015-1029, 2016 | 101 | 2016 |
A class of fractional-order variational image inpainting models Y Zhang, YF Pu, JR Hu, JL Zhou Appl. Math. Inf. Sci 6 (2), 299-306, 2012 | 97 | 2012 |
Forensic age estimation for pelvic X-ray images using deep learning Y Li, Z Huang, X Dong, W Liang, H Xue, L Zhang, Y Zhang, Z Deng European radiology 29, 2322-2329, 2019 | 93 | 2019 |
Low-dose CT restoration via stacked sparse denoising autoencoders Y Liu, Y Zhang Neurocomputing 284, 80-89, 2018 | 92 | 2018 |