SRM-Net: Joint Sampling and Reconstruction and Mapping Network for Accelerated 3T Brain Multi-Parametric MR Imaging.
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IEEE Trans. Biomed. Eng., June, 2025
Fourier Convolution Block with global receptive field for MRI reconstruction.
Medical Image Anal., 2025
Coordinate-based neural representation enabling zero-shot learning for fast 3D multiparametric quantitative MRI.
Medical Image Anal., 2025
Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI.
CoRR, 2024
A Coarse-to-Fine Framework for Mid-Radiotherapy Head and Neck Cancer MRI Segmentation.
Proceedings of the Head and Neck Tumor Segmentation for MR-Guided Applications, 2024
Unified Deep Learning for Simultaneous Cardiac Cine MRI Reconstruction, Motion Estimation and Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Cardiac Cine MRI Motion Correction Using Diffusion Models.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Joint Optimization of K-Space Sampling and Reconstruction for Multi-Contrast MRI.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Fast Multi-Contrast MRI Acquisition by Optimal Sampling of Information Complementary to Pre-Acquired MRI Contrast.
IEEE Trans. Medical Imaging, May, 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI.
CoRR, 2023
Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-Net.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning.
IEEE Trans. Medical Imaging, 2021
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2021
Ultra-Dense Denoising Network: Application to Cardiac Catheter-Based X-Ray Procedures.
IEEE Trans. Biomed. Eng., 2021
Fast T2w/FLAIR MRI Acquisition by Optimal Sampling of Information Complementary to Pre-acquired T1w MRI.
CoRR, 2021
Accelerated 4D Respiratory Motion-Resolved Cardiac MRI with a Model-Based Variational Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk.
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Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020