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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  

A deep learning image based calibration model to predict motion using auxiliary sensors

Deep Learning Method Based Automatic Subtraction of Liver DCE-MR Images

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 enables accelerated acquisitions with consistent volumetric measurements

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 Reconstruction-Enabled2D and 3DMR Neurography

Author:Ek Tan  Yan Wen  Kang Wang  Jake Fiore  R. Lebel  Suryanarayanan Kaushik  Maggie Fung  Darryl Sneag  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 27: MSK II  

Session Name:Novel MR Technology  

Program Number:0411  

Room Session:ICC Capital Suite 8-9  

Institution:GE Healthcare  Hospital for Special Surgery  

Deep learning super-resolution of MR images of the distal tibia improves image quality and assessment of bone microstructure

Author:Trevor Chan  Nada Kamona  Brian-Tinh Vu  Felix Wehrli  Chamith Rajapakse  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 27: MSK II  

Session Name:Novel MR Technology  

Program Number:0407  

Room Session:ICC Capital Suite 8-9  

Institution:University of Pennsylvania  

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

Deep Learning with Anatomical Attention Mechanism for Distinguishing Parkinson’s Disease from Normal Controls in MR imaging

Deep Learning with Perceptual Loss Enables Super-Resolution in 7T Diffusion Images of the Human Brain

Deep Learning Based Automated Diagnosis of Epilepsy in Patients with WHO II-IV Grade Cerebral Gliomas from Multiparametric MRI

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

A deep learning-based background field removal method for brains containing high susceptibility sources

Author:Xuanyu Zhu  Yang Gao  Feng Liu  ?Stuart Crozier?  Hongfu Sun  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 25: Gray Matter & Neurofluids  

Session Name:Quantitative Neuroimaging & Neurofluids I  

Program Number:2937  

Room Session:3  

Institution:University of Queensland  

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 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 slice resolution for improved slice coverage in abdominal T2 mapping

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

A Deep Unrolled Network for Reconstruction of Real-time Interventional MRI with Multi-coil Radial Sampling

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

A deep learning network for low-field MRI denoising using group sparsity information and a Noise2Noise method

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

Deeping-Learningbasedacceleration for Serial MRimagingusing Transformer (SMR-Transformer): Comparison with CNNonThree Datasets

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 based rectal tumor localization and segmentation on multi-parametric MRI