2 citations · 4 across the 5 of their papers we have counts for
5 papers
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…
Prototype Knowledge Distillation for Medical Segmentation with Missing Modality
Shuai Wang, Zipei Yan, Daoan Zhang +3
Multi-modality medical imaging is crucial in clinical treatment as it can provide complementary information for medical image segmentation. However, collecting multi-modal data in…
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…