SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth W Gan*, Y Hu*, C Eldeniz, J Liu, Y Chen, H An, US Kamilov Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 7 | 2021 |
Monotonically convergent regularization by denoising Y Hu, J Liu, X Xu, US Kamilov 2022 IEEE International Conference on Image Processing (ICIP), 426-430, 2022 | 6 | 2022 |
Deep model-based architectures for inverse problems under mismatched priors S Shoushtari, J Liu, Y Hu, US Kamilov IEEE Journal on Selected Areas in Information Theory 3 (3), 468-480, 2022 | 6 | 2022 |
SPICER: Self‐supervised learning for MRI with automatic coil sensitivity estimation and reconstruction Y Hu, W Gan, C Ying, T Wang, C Eldeniz, J Liu, Y Chen, H An, ... Magnetic resonance in medicine, 2024 | 5* | 2024 |
Self-supervised deep equilibrium models with theoretical guarantees and applications to MRI reconstruction W Gan, C Ying, PE Boroojeni, T Wang, C Eldeniz, Y Hu, J Liu, Y Chen, ... IEEE Transactions on Computational Imaging, 2023 | 5* | 2023 |
Block coordinate plug-and-play methods for blind inverse problems UK Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5 D Diffusion Model Y Hu, SVVN Kothapalli, W Gan, AL Sukstanskii, GF Wu, M Goyal, ... Proc. Int. Symp. Biomedical Imaging (ISBI), 2023 | 3 | 2023 |
A Restoration Network as an Implicit Prior Y Hu, M Delbracio, P Milanfar, US Kamilov Proc. Int. Conf. Learn. Represent. (ICLR), 2024 | 2 | 2024 |
Self-supervised joint image reconstruction and coil sensitivity calibration in parallel mri without ground truth U Kamilov, H An, Y Hu, LIU Jiaming, C Eldeniz, W Gan, Y Chen US Patent App. 17/968,541, 2023 | 1 | 2023 |
Self-supervised deep learning image reconstruction with weighted training loss H An, U Kamilov, PE Boroojeni, W Gan, LIU Jiaming, Y Hu US Patent App. 18/483,258, 2024 | | 2024 |
A Structured Pruning Algorithm for Model-based Deep Learning W Gan, Z Zou, Y Hu, Z Sun, US Kamilov arXiv preprint arXiv:2311.02003, 2023 | | 2023 |
SELF-SUPERVISED JOINT IMAGE RECONSTRUCTION AND COIL SENSITIVITY CALIBRATION IN PARALLEL MRI WITHOUT GROUND TRUTH Y Hu | | 2022 |