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Wenqi Huang
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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
572021
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
552021
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
312021
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
192021
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
162023
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
22024
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
22023
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
22023
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
22021
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
12024
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
12023
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
12023
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
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