3 citations · 6 across the 4 of their papers we have counts for
4 papers
Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction
Junwei Yang, Pietro Liò
In recent studies on MRI reconstruction, advances have shown significant promise for further accelerating the MRI acquisition. Most state-of-the-art methods require a large amount…
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network
Junwei Yang, Pietro Liò
Purpose: To develop an efficient dual-domain reconstruction framework for multi-contrast MRI, with the focus on minimising cross-contrast misalignment in both the image and the fre…
Fast T2w/FLAIR MRI Acquisition by Optimal Sampling of Information Complementary to Pre-acquired T1w MRI
Junwei Yang, Xiao-Xin Li, Feihong Liu +4
Recent studies on T1-assisted MRI reconstruction for under-sampled images of other modalities have demonstrated the potential of further accelerating MRI acquisition of other modal…
MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution
Jin Zhu, Chuan Tan, Junwei Yang +2
Single image super-resolution (SISR) aims to obtain a high-resolution output from one low-resolution image. Currently, deep learning-based SISR approaches have been widely discusse…