Scan-Specific Unsupervised Highly Accelerated Non-Cartesian CEST Imaging Using Implicit Neural Representation and Explicit Sparse Prior.
IEEE Trans. Biomed. Eng., October, 2024
IMJENSE: Scan-Specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI.
IEEE Trans. Medical Imaging, April, 2024
Radial magnetic resonance image reconstruction with a deep unrolled projected fast iterative soft-thresholding network.
Comput. Biol. Medicine, January, 2024
Whole brain multiparametric mapping in two minutes using a dual-flip-angle stack-of-stars blipped multi-gradient-echo acquisition.
NeuroImage, 2024
Low-Rank Tensor Subspace Decomposition With Weighted Group Sparsity for the Acceleration of Non-Cartesian Dynamic MRI.
IEEE Trans. Biomed. Eng., February, 2023
Parallel non-Cartesian spatial-temporal dictionary learning neural networks (stDLNN) for accelerating 4D-MRI.
Medical Image Anal., 2023
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification.
CoRR, 2023
Accelerated Dynamic Renal Phase-Contrast MRI using A Score-based Diffusion Network.
Proceedings of the 10th International Conference on Biomedical and Bioinformatics Engineering, 2023
Whole Brain Myelin Water Mapping in One Minute Using Tensor Dictionary Learning With Low-Rank Plus Sparse Regularization.
IEEE Trans. Medical Imaging, 2021
Learning-based k-Space Weighted Image Contrast (L-KWIC) for Golden Angle Radial Dynamic MRI.
Proceedings of the ICBBE 2021: 8th International Conference on Biomedical and Bioinformatics Engineering, Kyoto, Japan, November 12, 2021
Improved Robustness in Water-Fat Separation in MRI using Conditional Adversarial Networks.
Proceedings of the ICBBE 2020: 7th International Conference on Biomedical and Bioinformatics Engineering, 2020
Field Map Estimation in MRI using Compressed Sensing Algorithm.
Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019
Reference-free Correction for the Nyquist Ghost in Echo-planar Imaging using Deep Learning.
Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019
Highly accelerated dynamic contrast-enhanced MRI with temporal constrained reconstruction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Decorrelation MIMO Receiver for Block Fading Channels.
IEEE Commun. Lett., 2013
Simultaneous image reconstruction and sensitivity estimation in parallel MRI using blind compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Image reconstruction from phased-array MRI data based on multichannel blind deconvolution.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
A Multi-perspective Monitoring Engine for Hybrid Networks.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009