DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction.
CoRR, June, 2025
PEARL: Cascaded Self-Supervised Cross-Fusion Learning for Parallel MRI Acceleration.
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IEEE J. Biomed. Health Informatics, May, 2025
Boosting of Mutual-Structure Denoising: A Plug-and-Play Solution for Compressive Sampling MRI Reconstruction With Theoretical Guarantees.
IEEE Signal Process. Lett., 2025
Weak submodularity implies localizability: Local search for constrained non-submodular function maximization.
Discret. Math., 2025
Physics-Informed DeepMRI: k-Space Interpolation Meets Heat Diffusion.
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IEEE Trans. Medical Imaging, October, 2024
Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging.
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IEEE Trans. Medical Imaging, December, 2023
K-UNN: k-space interpolation with untrained neural network.
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Medical Image Anal., August, 2023
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks.
IEEE Signal Process. Mag., March, 2023
Accelerating Magnetic Resonance T<sub>1ρ</sub> Mapping Using Simultaneously Spatial Patch-Based and Parametric Group-Based Low-Rank Tensors (SMART).
IEEE Trans. Medical Imaging, 2023
Physics-Informed DeepMRI: Bridging the Gap from Heat Diffusion to k-Space Interpolation.
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CoRR, 2023
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI.
CoRR, 2023
Deep unfolding as iterative regularization for imaging inverse problems.
CoRR, 2022
Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction.
CoRR, 2022
K-UNN: k-Space Interpolation With Untrained Neural Network.
CoRR, 2022
PS-Net: Deep Partially Separable Modelling for Dynamic Magnetic Resonance Imaging.
CoRR, 2022
Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI.
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CoRR, 2021
Using Spatio-Temporal Correlation Based Hybrid Plug-and-Play Priors (SEABUS) for Accelerated Dynamic Cardiac Cine MRI.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Robust MR image super-resolution reconstruction with cross-modal edge-preserving regularization.
Int. J. Imaging Syst. Technol., 2019
Reference guided CS-MRI with gradient orientation priors.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Stability and oscillations of numerical solutions for differential equations with piecewise continuous arguments of alternately advanced and retarded type.
J. Comput. Appl. Math., 2011
Stability analysis of Runge-Kutta methods for differential equations with piecewise continuous arguments of mixed type.
Int. J. Comput. Math., 2011