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5-minute non-sedated neonatal and pediatric pulmonary UTE based MRI studies

Accelerated 3D Non-Cartesian Reconstruction with Deep Learning

Author:Mario Malavé  Srivathsan Koundinyan  Christopher Sandino  Frank Ong  Joseph Cheng  Dwight Nishimura  

Institution:Stanford University  University of California  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4662  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 119  

Complex-Valued Convolutional Neural Networks for MRI Reconstruction

Author:Elizabeth Cole  John Pauly  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4714  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 171  

Deep Learning off-resonance correction for faster free-breathing contrast-enhanced conical ultrashort echo time (UTE) MRI of the pelvis

Author:Signy Holmes  David Zeng  Joseph Cheng  Marcus Alley  Michael Carl  Dwight Nishimura  Preeti Sukerkar  Vipul Sheth  Ryan Brunsing  Shreyas Vasanawala  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1719  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 114  

Deep Partial Fourier Reconstruction

Author:Alexander Toews  Marcus Alley  Shreyas Vasanawala  Brian Hargreaves  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4702  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 159  

Deep Predictive Modeling of Dynamic Contrast-Enhanced MRI Data

Author:Jiacheng Jason He  Christopher Sandino  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4874  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 156  

Deep Spatiotemporal Phase Unwrapping of Phase-Contrast MRI Data

Author:Jiacheng Jason He  Christopher Sandino  David Zeng  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Technical Advances in Flow Imaging  

Program Number:1962  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

DeepKidney: Deep segmentation of MR images for automated glomerular function quantification in heterogeneous pediatric patients

Author:Edgar Rios Piedra  Morteza Mardani  Ukash Nakarmi  Joseph Cheng  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Using MRI to Measure Numbers Outside of the Brain  

Program Number:4380  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

DL-ESPIRiT: Improving robustness to SENSE model errors in deep learning-based reconstruction

Author:Christopher Sandino  Peng Lai  Shreyas Vasanawala  Joseph Cheng  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0659  

Presentation Time:16:09   

Room Number:Room 710B  

Computer Number:

Double Echo Steady State (DESS) Cones for Motion-Robust Steady-State Diffusion-Weighted Imaging

Author:Catherine Moran  Joseph Cheng  Christopher Sandino  Marcus Alley  Bruce Daniel  Michael Carl  Brian Hargreaves  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Acquisition & Reconstruction  

Program Number:0769  

Presentation Time:08:51   

Room Number:Room 710B  

Computer Number:

Exploring the Hallucination Risk of Deep Generative Models in MR Image Recovery

Author:Vineet Edupuganti  Morteza Mardani  Joseph Cheng  Shreyas Vasanawala  John Pauly  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4773  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 55  

Extreme MRI: Super-High-Res Dynamic Volumetric MRI from Continuous Non-Gated Acquisition

Author:Frank Ong  Xucheng Zhu  Peder Larson  Joseph Cheng  Shreyas Vasanawala  Michael Lustig  

Institution:Stanford University  University of California, Berkeley  University of California, San Francisco  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Multidimensional Signal Encoding Decoding  

Program Number:1176  

Presentation Time:13:57   

Room Number:Room 710B  

Computer Number:

High spatiotemporal resolution cones 4D flow using memory-efficient iterative reconstruction

Author:Christopher Sandino  Frank Ong  Joseph Cheng  Michael Lustig  Marcus Alley  Shreyas Vasanawala  

Institution:Stanford University  University of California, Berkeley  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Technical Advances in Flow Imaging  

Program Number:1952  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 2  

Learning Systematic Imperfections and Image Reconstruction with Deep Neural Networks for Wave-Encoded Single-Shot Fast Spin Echo

Author:Feiyu Chen  Joseph Cheng  Valentina Taviani  John Pauly  Shreyas Vasanawala  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Machine Learning Unleashed 2  

Program Number:0672  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Learning Systematic Imperfections and Image Reconstruction with Deep Neural Networks for Wave-Encoded Single-Shot Fast Spin Echo

Author:Feiyu Chen  Joseph Cheng  Valentina Taviani  John Pauly  Shreyas Vasanawala  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Poster: Machine Learning Unleashed 2  

Program Number:0672  

Presentation Time:09:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 6  

Motion robust two-minute free-breathing hepatobiliary phase imaging of the liver using a golden-angle ordered conical acquisition with extended readout.

Author:Ryan Brunsing  Joseph Cheng  David Zeng  Vipul Sheth  Signy Holmes  Shreyas Vasanawala  

Institution:Stanford University  Stanford Univresity  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Emerging Technologies in Body Imaging  

Program Number:1637  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 29  

Motion-robust pediatric abdominal angiography using dynamic 3D image self-navigator with 3D cones

Author:Srivathsan Koundinyan  Frank Ong  Dwight Nishimura  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  University of California, Berkeley  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Emerging Body Imaging Technologies & Their Translation  

Program Number:0706  

Presentation Time:08:15   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Motion-robust pediatric abdominal angiography using dynamic 3D image self-navigator with 3D cones

Author:Srivathsan Koundinyan  Frank Ong  Dwight Nishimura  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  University of California, Berkeley  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Poster: Emerging Body Imaging Technologies & Their Translation  

Program Number:0706  

Presentation Time:09:15   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 41  

Multi-Channel Image Reconstruction with Latent Coils and Adversarial Loss

Author:Joseph Cheng  John Pauly  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Frontiers of Image Reconstruction  

Program Number:1249  

Presentation Time:16:00   

Room Number:Room 520A-F  

Computer Number:

Multi-scale Unrolled Deep Learning Network for Accelerated MRI

Author:Ukash Nakarmi  Joseph Cheng  Edgar Anselmo Piedra  Morteza Mardani  John Pauly  Leslie Ying  Shreyas Vasanawala  

Institution:Stanford University  University at Buffalo  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4654  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 111  

NoiseFlow: Deep Learning using Noise-Driven Training

Author:Joseph Cheng  David Zeng  John Pauly  Shreyas Vasanawala  Bob Hu  

Institution:Stanford University  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0479  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

NoiseFlow: Deep Learning using Noise-Driven Training

Author:Joseph Cheng  David Zeng  John Pauly  Shreyas Vasanawala  Bob Hu  

Institution:Stanford University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0479  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 30  

Reinforcement Learning for Online Undersampling Pattern Optimization

Author:David Zeng  Christopher Sandino  Dwight Nishimura  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1092  

Presentation Time:08:39   

Room Number:Room 520A-F  

Computer Number:

Semi-Supervised Learning for Reconstructing Under-Sampled MR Scans

Author:Feiyu Chen  Joseph Cheng  John Pauly  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4649  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 106  

Simultaneous Flow & Motion Imaging in Cardiovascular MRI

Author:Joseph Cheng  

Institution:Stanford University  

Session Type:Member-Initiated Symposium  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Beyond Space & Time: The Power of Extra Dimensions in MRI  

Program Number:

Presentation Time:08:45   

Room Number:Room 516AB  

Computer Number:

    Time-efficient fully 3D non-Cartesian dynamic contrast-enhanced free-breathing MRI of the pelvis with an ultrashort TE cones trajectory

    Time-efficient fully 3D non-Cartesian dynamic contrast-enhanced free-breathing MRI of the pelvis with an ultrashort TE cones trajectory