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eess.IV2024
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…
eess.IV2023★ 1 cited
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…
eess.IV2022
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…