Accelerated Multi-Contrast Parallel Imaging Reconstruction with Implicit Neural Representation

Deep Learning-Assisted Joint Estimation for 3D Retrospective Motion Correction: An In-Vivo Validation

Deep learning-based acceleration of compressed SENSE brain ASL MRI using 3D Cartesian TSE with improved spatial resolution

Author:Yiming Wang  Yajing Zhang  Zhongping Zhang  Wengu Su  Zhongchang Ren  Yan Zhao  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Acquisitions & Reconstructions Using AI II  

Program Number:2819  

Room Session:Exhibition Hall (Hall 403)  

Institution:Philips Healthcare  

Enhancing Reliability in Model-based DL Reconstruction: A Systematic Study of MC Dropout for Uncertainty Quantification

Author:Ziyu Fu  Naoto Fujita  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Acquisitions & Reconstructions Using AI II  

Program Number:2818  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Tsukuba  

Fast, High-resolution Whole Brain SWI and QSM with CAIPIRINHA 3D-EPI and Deep Learning Reconstruction

Integrating Deep Learning for Detection and Correction of Motion Artifacts in multi-echo GRE MRI

Author:Eun-Gyu Ha  Kyu-Jin Jung  Mohammed Al-masni  Dong-Hyun Kim  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Acquisitions & Reconstructions Using AI II  

Program Number:2824  

Room Session:Exhibition Hall (Hall 403)  

Institution:Sejong University  Yonsei University  

MEDL: Unsupervised Multi-Stage Ensemble Deep Learning with Diffusion Models for Denoising MRI Scans

Post-contrast multi-parametric mapping from only pre-contrast conventional weighted images

Quantitative Susceptibility Mapping by Controllable Diffusion Models

Author:Zhuang Xiong  Yang Gao  Hongfu Sun  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Acquisitions & Reconstructions Using AI II  

Program Number:2821  

Room Session:Exhibition Hall (Hall 403)  

Institution:Central South University  University of Queensland  

Respiratory-resolved 4D MRI: Further enhancements on the interplay of DL reconstruction and binning strategies

Revolutionizing MR Elastography: Deep Learning-Powered Stiffness Map Reconstruction from Sparse Wavefield Data.

Author:Hassan Iftikhar  Rizwan Ahmad  Arunark Kolipaka  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Acquisitions & Reconstructions Using AI II  

Program Number:2815  

Room Session:Exhibition Hall (Hall 403)  

Institution:The Ohio State University  

Self-supervised variational manifold learning: application to dynamic MRI of airway collapse in obstructive sleep apnea.

Vasuclar density mapping in AD mice with Super-resolution-resolved MION-based MRI