Advancing Ultralow-field Brain MRI through K-space Undersampling and Deep Learning Image Reconstruction

Author:Xiang Li  Christopher Man  Vick Lau  Alex Leong  Yujiao Zhao  Ed Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2739  

Room Session:Exhibition Hall (Hall 403)  

Institution:The University of Hong Kong  

Alternating unrolling network using jointly low-rank and sparse tensor prior for accelerating dynamic MRI

Author:Yinghao Zhang  Yue Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2743  

Room Session:Exhibition Hall (Hall 403)  

Institution:Harbin Institute of Technology  

Artificial Sparsity Enhanced Deep Learning BUDA Imaging Enables Rapid and Distortion-corrected High-Resolution 3D-EPI and QSM

Automated Fetal Brain Volume Reconstruction from Motion-corrupted Stacks with Deep Learning

A deep learning based super-resolution technique for MR image reconstruction in BLADE sequence

Author:Hang Pan  Nan Lan  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2745  

Room Session:Exhibition Hall (Hall 403)  

Institution:Siemens Shenzhen Magnetic Resonance Ltd.  

Deep Learning-based Distortion Correction of Diffusion-weighted Imaging

Author:Kuan Zhang  Myung-Ho In  Norbert Campeau  Bradley Erickson  Yunhong Shu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2742  

Room Session:Exhibition Hall (Hall 403)  

Institution:Mayo Clinic  

Efficient Standardization of Clinical T2-Weighted Images: Phase-Conjugacy e-CAMP with Projected Gradient Descent

Author:Horace Zhang  Nahla Elsaid  Heng Sun  Hemant Tagare  Gigi Galiana  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2733  

Room Session:Exhibition Hall (Hall 403)  

Institution:Yale University  

Enhancing CS-MRI Reconstruction Using Improved ESSGAN with Convolutional Block Attention Module

Enhancing Undersampled MR Reconstruction Performance via Denoising Diffusion Models

Author:Chen Zhou  Yue Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning II  

Program Number:2740  

Room Session:Exhibition Hall (Hall 403)  

Institution:Harbin Institute of Technology  

Feasibility of High-Resolution SSFSE MR imaging using Deep Learning Reconstruction in Assessment of Ovarian Volume and Follicle Count

Variational Network Meets Conjugate Gradient: Inline Reconstruction and Strain Analysis of Accelerated Cardiac Cine MRI