2 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction
Zhongsen Li, Wenxuan Chen, Shuai Wang +3
The inductive bias of the convolutional neural network (CNN) can be a strong prior for image restoration, which is known as the Deep Image Prior (DIP). Recently, DIP is utilized in…
Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution
Wenxuan Chen, Sirui Wu, Shuai Wang +4
Multi-contrast magnetic resonance imaging (MRI) reflects information about human tissue from different perspectives and has many clinical applications. By utilizing the complementa…
Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation
Shuai Wang, Zipei Yan, Daoan Zhang +4
Deep neural networks (DNNs) achieve promising performance in visual recognition under the independent and identically distributed (IID) hypothesis. In contrast, the IID hypothesis…
Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI
Zhongsen Li, Aiqi Sun, Chuyu Liu +4
Objective. Imaging dynamic object with high temporal resolution is challenging in magnetic resonance imaging (MRI). Partial separable (PS) model was proposed to improve the imaging…