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CAMP-Net: The Application of Consistency-Aware Multi-Prior in Deep Learning for Rapid MRI

Author:Liping Zhang  Weitian Chen  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0809  

Room Session:Summit 2  

Institution:The Chinese University of Hong Kong  

Denoising of 3D Fast Spin Echo Magnetic Resonance Imaging Using Multi-channel Three-dimensional Convolutional Neural Network

Improved chemical exchange detection using magnetization transfer (MT) effect independent composite metric (R2-R1rho): a preliminary study

Orientation independent quantification of macromolecular proton fraction in tissues with suppression of residual dipolar coupling

Quantitative T1rho with pulsed spinlock Using Toggling Inversion Preparation

A Self-Consistency Guided Multi-Prior Deep Learning Framework for Reconstruction of Fast Spatiotemporal MRI and Its Applications in Cardiac MRI

Author:Liping Zhang  Weitian Chen  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Sparse & Low-Rank Modeling & Reconstruction  

Program Number:4179  

Room Session:Exhibition Hall (Hall 403)  

Institution:The Chinese University of Hong Kong  

Uncertainty-aware Automated Liver Macromolecular Proton Fraction Quantification

Using Aleatoric Uncertainty to Aid Deep Learning based T1rho Mapping and Analysis in the Liver