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A deep learning diffusion MRI registration method using joint whole-brain and tract-specific information

Author:Fan Zhang  William Wells III  Lauren O'Donnell  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 16: Diffusion  

Session Name:Diffusion & Susceptibility I  

Program Number:3304  

Room Session:4  

Institution:Harvard Medical School  

Deep learning for prostate zonal segmentation robust to multicenter data

Deep Learning for Veterinary MRI: AutomatedDetection of Intervertebral DiscHerniation inPetDogs

Deep Learning for Triage of Normal Breast MRI Exams to an Abbreviated Interpretation Worklist

Deep learning framework for accelerating revised-NODDI parameter estimation with tensor-valued diffusion encoding

Deep learning identification of clear cell renal carcinoma cancer using MR imaging

Author:Junyu Guo  Keith Husley  Yin Xi  Ivan Pedrosa  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 19: Genitourinary & Women's Imaging  

Session Name:Body: GU & Breast III  

Program Number:4003  

Room Session:1  

Institution:UT Southwestern Medical Center  

Deep Learning Model for Automatic Fetal Brain Landmark Localization in MRI

Deep Learning Predicts Synthetic T1rho Maps from T2 Maps for Knee MRI

Deep Learning Reconstruction: Clinical Utility for 3D MRCPs Obtained by Different k-Space Data Acquisition Methods in IPMN Patients

Deep Learning Reconstruction: Clinical Utility for 3D MRCPs Obtained by Different k-Space Data Acquisition Methods in IPMN Patients

Deep learning voxelwise classification of primary central nervous system lymphoma using DSC-PWI normalized time-intensity curves

Deep Learning Denoising Reconstruction (DLR) Preserves Quantitative DWI and DCE Signal Intensity Measures in Prostate MRI

Author:Hung Do  Brian Tymkiw  Dawn Berkeley  Mo Kadbi  

Session Type:Online Gather.town Pitches  

Session Date:Thursday, 12 May 2022  

Topic:Module 30: Quantitative Imaging  

Session Name:Quantitative Imaging  

Program Number:5003  

Room Session:4  

Institution:Canon Medical Systems USA, Inc.  

Deep learning-assisted ablative margin analysis for MR-guided prostate focal cryoablation: feasibility and initial retrospective validation

Deep learning-based Automatic Analysis for Free-breathing High-resolution Spiral Real-time Cardiac Cine Imaging at 3T

Deep learning-based brain MRI reconstruction with realistic noise

Author:Quan Dou  Xue Feng  Craig Meyer  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Machine Learning & Artificial Intelligence II  

Program Number:3470  

Room Session:5  

Institution:University of Virginia  

Deep learning-based CEST MRI classification of injured kidneys in multiple preclinical models

Deep learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

Deep learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

Deep Learning-Based Receiver Coil Sensitivity Map Estimation for SENSE Reconstruction using Transfer Learning

Deep Learning-Based Respiratory Motion Correction in Free-Breathing Abdominal Diffusion-Weighted Imaging

Deep learning-based segmentation of the parasagittal dural space from non-contrast anatomical MRI image: a resource for glymphatic studies

Deep Learning-based Stroke Region Segmentation on Susceptibility Weighted Images in Acute Stroke

Deep learning-based tumor segmentation from postoperative MRI

Deep Learning-guided Weighted Averaging for Signal Dropout Compensation in Liver DWI

Deep Learning-guided Weighted Averaging for Signal Dropout Compensation in Liver DWI

Deep Plug-and-Play multi-coil compressed sensing MRI with matched aliasing: the Denoising-P-VDAMP algorithm

Author:Charles Millard  Aaron Hess  Boris Mailhe  Jared Tanner  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction I  

Program Number:0844  

Room Session:Exhibition Hall:S8 & S9  

Institution:Siemens  University of Oxford  

Deep subspace transfer learning for SMS image reconstruction from single-slice training: Application to CMR Multitasking

Deep CNNs with Physical Constraints for simultaneous Multi-tissue Segmentation and Multi-parameter Quantification (MSMQ-Net) of Knee

Deep Learning for under-sampled non-cartesian ASL MRI reconstruction

Deep learning-based motion correction for Semisolid MT and CEST imaging

Author:Munendra Singh  Babak Moghadas  Shanshan Jiang  Peter van Zijl  Jinyuan Zhou  Hye-Young Heo  

Session Type:Digital Poster  

Session Date:Thursday, 12 May 2022  

Topic:Module 31: Molecular Imaging  

Session Name:MT & CEST  

Program Number:2720  

Room Session:Exhibition Hall:S8 & S9  

Institution:Johns Hopkins University  

Deep-Bloch Simulator Driven Recurrent Neural Network for Reliable Semisolid Magnetization Transfer Contrast MRF and CEST Imaging

Author:Munendra Singh  Babak Moghadas  Shanshan Jiang  Peter van Zijl  Jinyuan Zhou  Hye-Young Heo  

Session Type:Power Pitch  

Session Date:Monday, 09 May 2022  

Topic:Module 31: Molecular Imaging  

Session Name:Pitch: Molecular  

Program Number:0127  

Room Session:Power Pitch Theatre 2  

Institution:Johns Hopkins University  

Deep-Bloch Simulator Driven Recurrent Neural Network for Reliable Semisolid Magnetization Transfer Contrast MRF and CEST Imaging

Author:Munendra Singh  Babak Moghadas  Shanshan Jiang  Peter van Zijl  Jinyuan Zhou  Hye-Young Heo  

Session Type:Power Pitch Poster  

Session Date:Monday, 09 May 2022  

Topic:

Session Name:Poster: Molecular  

Program Number:0127  

Room Session:Power Pitch Theatre 2  

Institution:Johns Hopkins University  

DeepFLAIR: a neural network approach to mitigate signal loss in temporal lobe regions of 7 Tesla FLAIR images

Deep-learning based 3D segmentation of thigh muscle and classification of intramuscular fat on T1-weighted axial MRI

Deep-learning based brain tumor segmentation using quantitative MRI

Deep-learning-informed parameter estimation improves reliability of spinal cord diffusion MRI

Defining Normative Cerebral Hemodynamics in Cognitively Healthy Older Adults with 4D Flow MRI

Deformable Registration of Serial Micrographs to Post-Mortem MRI in the BigMac Dataset Using TIRL

Author:Istvan Huszar  Adele Smart  Saad Jbabdi  Mark Jenkinson  Amy Howard  Karla Miller  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 22: Processing & Analysis  

Session Name:Data Processing  

Program Number:0428  

Room Session:N11 (Breakout B)  

Institution:University of Oxford  

Deformation-field magnetic resonance imaging for non-invasive evaluation of disc deformation in vivo

Author:Frida Johansson  Zainab Sirat  Hanna Hebelka  Helena Brisby  Fredrik Nordström  Kerstin Lagerstrand  

Session Type:Oral  

Session Date:Tuesday, 10 May 2022  

Topic:Module 12: MSK I  

Session Name:Cartilage  

Program Number:0346  

Room Session:ICC Capital Suite 7 & 12  

Institution:University of Gothenburg  Sahlgrenska University Hospital  

Delta Scan: Reconstruction and Protocol Design for Ultra-fast Longitudinal MRI

Author:Guanhua Wang  Alessandro Francavilla  Sen Ma  Jeffrey Kaditz  Thomas Witzel  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction II  

Program Number:3506  

Room Session:2  

Institution:Q Bio, Inc.  University of Michigan  

Denoising Diffusion MRI with Self-supervised Learning on Coresets via Matrix Sketching