| 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 | 79 | 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 | 75 | 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 | 45 | 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 | 26 | 2023 |
| 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 | 26 | 2021 |
| 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 42 (12), 3540-3554, 2023 | 17* | 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 | 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 | 8 | 2024 |
| 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 | 8 | 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 | 6 | 2023 |
| 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 | 3 | 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 | 3 | 2023 |
| Motion-compensated MR CINE reconstruction with reconstruction-driven motion estimation J Pan, W Huang, D Rueckert, T Küstner, K Hammernik arXiv preprint arXiv:2302.02504, 2023 | 3 | 2023 |
| Self-supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representations V Spieker, H Eichhorn, JK Stelter, W Huang, RF Braren, D Rueckert, ... International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 2 | 2024 |
| Direct cardiac segmentation from undersampled k-space using transformers Y Zhang, N Stolt-Ansó, J Pan, W Huang, K Hammernik, D Rueckert 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-4, 2024 | 2 | 2024 |
| 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 |
| 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 | 1 | 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 | 1 | 2023 |
| DE-NIK: Leveraging Dual-Echo Data for Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit k-Space Representations V Spieker, J Stelter, W Huang, H Eichhorn, K Weiss, R Braren, VA Zimmer, ... 2024 ISMRM & ISMRT Annual Meeting & Exhibition 32, 0 | 1 | |
| PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRI V Spieker, H Eichhorn, W Huang, JK Stelter, T Catalan, RF Braren, ... arXiv preprint arXiv:2501.09403, 2025 | | 2025 |
Kerstin HammernikNVIDIAPatvirtintas el. paštas nvidia.com