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Accelerated High-Resolution 3D MR Fingerprinting Using a Graph Convolutional Network

Author:Feng Cheng  Zhenghan Fang  Xiaopeng Zong  Weili Lin  Yong Chen  Pew-Thian Yap  

Institution:CuraCloud Corporation  University of North Carolina at Chapel Hill  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Quantitative MRI  

Session Name:MR Fingerprinting 1  

Program Number:3740  

Room Live Q&A Session:

Dictionary-based convolutional neural network (CNN) for MR Fingerprinting with highly undersampled data

Author:Yong Chen  Zhenghan Fang  Weili Lin  

Institution:University of North Carolina at Chapel Hill  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: General Applications  

Program Number:3573  

Room Live Q&A Session:

Parallel MRI Reconstruction via Residual UNet with Joint Consideration of k-Space and Image Space

Author:Xiaoxia Zhang  Xiaopeng Zong  Yong Chen  Zhenghan Fang  Pew-Thian Yap  

Institution:Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Novel Acquisitions & Reconstructions: Parallel Imaging  

Program Number:3440  

Room Live Q&A Session:

ST-UNet: Spatio-Temporal U-Net for Accelerating Simultaneous MultiSlice Magnetic Resonance Fingerprinting

Author:Yilin Liu  Xiaopeng Zong  Zhenghan Fang  Weili Lin  Dinggang Shen  Pew-Thian Yap  Yong Chen  

Institution:University of North Carolina at Chapel Hill  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Quantitative MRI  

Session Name:MR Fingerprinting 1  

Program Number:3741  

Room Live Q&A Session: