Image reconstruction with low-rankness and self-consistency of k-space data in parallel MRI X Zhang, D Guo, Y Huang, Y Chen, L Wang, F Huang, Q Xu, X Qu Medical image analysis 63, 101687, 2020 | 58 | 2020 |
pFISTA-SENSE-ResNet for parallel MRI reconstruction T Lu, X Zhang, Y Huang, D Guo, F Huang, Q Xu, Y Hu, L Ou-Yang, J Lin, ... Journal of Magnetic Resonance 318, 106790, 2020 | 36 | 2020 |
Low rank enhanced matrix recovery of hybrid time and frequency data in fast magnetic resonance spectroscopy H Lu, X Zhang, T Qiu, J Yang, J Ying, D Guo, Z Chen, X Qu IEEE Transactions on Biomedical Engineering 65 (4), 809-820, 2017 | 36 | 2017 |
A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI X Zhang, H Lu, D Guo, L Bao, F Huang, Q Xu, X Qu Medical Image Analysis 69, 101987, 2021 | 32* | 2021 |
Accelerated MRI reconstruction with separable and enhanced low-rank Hankel regularization X Zhang, H Lu, D Guo, Z Lai, H Ye, X Peng, B Zhao, X Qu IEEE transactions on medical imaging 41 (9), 2486-2498, 2022 | 24 | 2022 |
Joint sparse reconstruction of multi-contrast MRI images with graph based redundant wavelet transform Z Lai, X Zhang, D Guo, X Du, Y Yang, G Guo, Z Chen, X Qu BMC medical imaging 18, 1-16, 2018 | 22 | 2018 |
Spatiotemporal Flexible Sparse Reconstruction for Rapid Dynamic Contrast-enhanced MRI Y Hu, X Zhang, D Chen, Z Yan, X Shen, G Yan, L Ou-Yang, J Lin, J Dong, ... IEEE Transactions on Biomedical Engineering, 2021 | 16 | 2021 |
CoTrFuse: a novel framework by fusing CNN and transformer for medical image segmentation Y Chen, T Wang, H Tang, L Zhao, X Zhang, T Tan, Q Gao, M Du, T Tong Physics in Medicine & Biology 68 (17), 175027, 2023 | 9 | 2023 |
Phase-constrained reconstruction of high-resolution multi-shot diffusion weighted image Y Huang, X Zhang, H Guo, H Chen, D Guo, F Huang, Q Xu, X Qu Journal of Magnetic Resonance 312, 106690, 2020 | 8 | 2020 |
Physics-informed deep diffusion MRI reconstruction: Break the bottleneck of training data in artificial intelligence C Qian, Z Wang, X Zhang, Q Cai, T Kang, B Jiang, R Tao, Z Wu, D Guo, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 6 | 2023 |
HTC-Net: A hybrid CNN-transformer framework for medical image segmentation H Tang, Y Chen, T Wang, Y Zhou, L Zhao, Q Gao, M Du, T Tan, X Zhang, ... Biomedical Signal Processing and Control 88, 105605, 2024 | 5 | 2024 |
A paired phase and magnitude reconstruction for advanced diffusion-weighted imaging C Qian, Z Wang, X Zhang, B Shi, B Jiang, R Tao, J Li, Y Ge, T Kang, J Lin, ... IEEE Transactions on Biomedical Engineering, 2023 | 4 | 2023 |
A low rank Hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy H Lu, X Zhang, T Qiu, J Yang, D Guo, Z Chen, X Qu 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 3 | 2017 |
Jointly estimating bias field and reconstructing uniform MRI image by deep learning W Song, C Zeng, X Zhang, Z Wang, Y Huang, J Lin, W Wei, X Qu Journal of Magnetic Resonance 343, 107301, 2022 | 2 | 2022 |
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification T Wang, X Zhang, Y Zhou, J Lan, T Tan, M Du, Q Gao, T Tong arXiv preprint arXiv:2306.16918, 2023 | | 2023 |
Alternating Deep Low-Rank Approach for Exponential Function Reconstruction and Its Biomedical Magnetic Resonance Applications Y Huang, Z Wang, X Zhang, J Cao, Z Tu, M Lin, D Guo, X Qu arXiv preprint arXiv:2211.13479, 2022 | | 2022 |
Accelerated image reconstruction with separable Hankel regularization in parallel MRI X Zhang, Z Wang, X Peng, Q Xu, D Guo, X Qu 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | | 2021 |