Deep low-rank plus sparse network for dynamic MR imaging W Huang, Z Ke, ZX Cui, J Cheng, Z Qiu, S Jia, L Ying, Y Zhu, D Liang Medical Image Analysis 73, 102190, 2021 | 60 | 2021 |
Learned low-rank priors in dynamic MR imaging Z Ke, W Huang, ZX Cui, J Cheng, S Jia, H Wang, X Liu, H Zheng, L Ying, ... IEEE Transactions on Medical Imaging 40 (12), 3698-3710, 2021 | 57 | 2021 |
Learning data consistency and its application to dynamic MR imaging J Cheng, ZX Cui, W Huang, Z Ke, L Ying, H Wang, Y Zhu, D Liang IEEE Transactions on Medical Imaging 40 (11), 3140-3153, 2021 | 33 | 2021 |
Deep manifold learning for dynamic MR imaging Z Ke, ZX Cui, W Huang, J Cheng, S Jia, L Ying, Y Zhu, D Liang IEEE Transactions on Computational Imaging 7, 1314-1327, 2021 | 21 | 2021 |
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging W Huang, HB Li, J Pan, G Cruz, D Rueckert, K Hammernik International Conference on Information Processing in Medical Imaging, 548-560, 2023 | 17 | 2023 |
Equilibrated zeroth-order unrolled deep network for parallel MR imaging ZX Cui, S Jia, J Cheng, Q Zhu, Y Liu, K Zhao, Z Ke, W Huang, H Wang, ... IEEE Transactions on Medical Imaging, 2023 | 12* | 2023 |
Reconstruction-driven motion estimation for motion-compensated MR CINE imaging J Pan, W Huang, D Rueckert, T Küstner, K Hammernik IEEE Transactions on Medical Imaging, 2024 | 3 | 2024 |
ICoNIK: Generating respiratory-resolved abdominal MR reconstructions using neural implicit representations in k-space V Spieker, W Huang, H Eichhorn, J Stelter, K Weiss, VA Zimmer, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
Propagation and attribution of uncertainty in medical imaging pipelines LF Feiner, MJ Menten, K Hammernik, P Hager, W Huang, D Rueckert, ... International Workshop on Uncertainty for Safe Utilization of Machine …, 2023 | 2 | 2023 |
Global k-Space Interpolation for Dynamic MRI Reconstruction Using Masked Image Modeling J Pan, S Shit, Ö Turgut, W Huang, HB Li, N Stolt-Ansó, T Küstner, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
SRR-Net: A super-resolution-involved reconstruction method for high resolution MR imaging W Huang, S Jia, Z Ke, ZX Cui, J Cheng, Y Zhu, D Liang arXiv preprint arXiv:2104.05901, 2021 | 2 | 2021 |
Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI J Pan, M Hamdi, W Huang, K Hammernik, T Kuestner, D Rueckert Medical Image Analysis 91, 103017, 2024 | 1 | 2024 |
Towards generalised neural implicit representations for image registration VA Zimmer, K Hammernik, V Sideri-Lampretsa, W Huang, A Reithmeir, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 2023 |
Direct Cardiac Segmentation from Undersampled K-space Using Transformers Y Zhang, N Stolt-Ansó, J Pan, W Huang, K Hammernik, D Rueckert arXiv preprint arXiv:2406.00192, 2024 | | 2024 |
Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation V Spieker, H Eichhorn, JK Stelter, W Huang, RF Braren, D Rückert, ... arXiv preprint arXiv:2404.08350, 2024 | | 2024 |
Neural Implicit k-space with Trainable Periodic Activation Functions for Cardiac MR Imaging PT Haft, W Huang, G Cruz, D Rueckert, VA Zimmer, K Hammernik BVM Workshop, 82-87, 2024 | | 2024 |
Self-supervised Low-rank plus Sparse Network for Radial MRI Reconstruction A Mancu, W Huang, GL da Cruz, D Rueckert, K Hammernik NeurIPS 2023 Workshop on Deep Learning and Inverse Problems, 2023 | | 2023 |