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Brain MRI acceleration with deep modular networks (BRACELET)

Chemical Exchange Saturation Transfer MR Fingerprinting (CEST-MRF) Imaging of Brain Metastases: Initial Results

Clinical Feasibility of Brain Tumor Multi-voxel MR Spectroscopic Imaging using Rapid Semi-LASER and EPSI Encoding at 3T

DCE-DRONE: Perfusion MRI Parameter Estimation using a DRONE Neural Network

Author:Soudabeh Kargar  Ouri Cohen  Ricardo Otazo  

Session Type:Digital Poster  

Session Date:Thursday, 12 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quantitative Imaging I  

Program Number:2529  

Room Session:Exhibition Hall:S8 & S9  

Institution:MSKCC  

EigenGRASP: Subject-Specific Temporal-Learning Radial Sampling Image Reconstruction in Dynamic Contrast-Enhanced MRI

EigenMRI: Data-driven shallow-learning reconstruction of undersampled MRI data

Author:Ricardo Otazo  Ramin Jafari  Masoud Zarepisheh  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0501  

Room Session:N11 (Breakout B)  

Institution:Memorial Sloan Kettering Cancer Center  

Fast CEST MR Fingerprinting with Increased Volumetric Coverage using Slice Permuted Acquisition and Deep Learning Reconstruction

Fast CEST MR Fingerprinting with Increased Volumetric Coverage using Slice Permuted Acquisition and Deep Learning Reconstruction

Fast distortionless T1-T2 mapping in the prostate using MR fingerprinting with radial acquisition and subspace reconstruction

Free-Breathing Liver QSM with High Isotropic Resolution Using Respiratory Motion-Resolved 3D Multi-Echo Cones MRI

Free-Breathing R2*Mapping for Hepatic Iron Quantification Using Respiratory Motion-Resolved 3D Multi-Echo UTE Cones MRI

GRASPNET: Spatiotemporal deep learning reconstruction of golden-angle radial data for free-breathing dynamic contrast-enhanced MRI

High-Resolution Half-Spoke and Full-Spoke 4D Lung MRI with Golden-Angle 3D Radial Acquisition and Motion-Resolved Sparse Reconstruction

Motion-Resolved 4D Radial Ultrashort Echo Time (UTE) Lung MRI with Built-in Camera-Based Respiratory Motion Sensing

On-board pseudo-MRI guidance for prostate radiotherapy on a conventional X-ray guided LINAC

Rapid 3D Quantitative Mapping of Brain Metastases with Deep Learning-Based Phase-Sensitive MR fingerprinting

Rapid 3D Quantitative Mapping of Brain Metastases with Deep Learning-Based Phase-Sensitive MR fingerprinting

Real-time 3D MRI for Low-Latency Volumetric Motion Tracking on a 1.5T MR-Linac System