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Analysis of Deep Learning models for Diagnostic Image Quality Assessment in Magnetic Resonance Imaging.

Author:Jeffrey Ma  Ukash Nakarmi  Cedric Yue Sik Kin  Joseph Cheng  Christopher Sandino  Ali Syed  Peter Wei  John Pauly  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3531  

Room Live Q&A Session:

Deep subspace learning: Enhancing speed and scalability of deep learning-based reconstruction of dynamic imaging data

Author:Christopher Sandino  Frank Ong  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Novel Pulse Sequences and Reconstruction Techiques  

Session Name:Novel Acquisitions & Reconstructions  

Program Number:0599  

Room Live Q&A Session:Tuesday Parallel 4  

Double Echo Steady State (DESS) Cones for Non-Contrast-Enhanced Breast MRI

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

Institution:Stanford University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Machine Learning, Imaging Optimization, and Cancer  

Session Name:Image Optimization & Innovation  

Program Number:0824  

Room Live Q&A Session:Wednesday Parallel 3  

Free-breathing Abdominal Fat Spectroscopy with Multi-Echo Rosette k-space Sampling

Author:Suma Anand  Adam Bush  Christopher Sandino  Shreyas Vasanawala  Michael Lustig  

Institution:Stanford University  University of California Berkeley  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1014  

Room Live Q&A Session:Thursday Parallel 1  

Free-Breathing QSM and R2* Mapping of Hepatic Iron Overload Using a 3D Multi-Echo Cones Trajectory

Author:Youngwook Kee  Christopher Sandino  Joseph Cheng  Timothy Colgan  Diego Hernando  Ann Shimakawa  Shreyas Vasanawala  

Institution:GE Healthcare  Stanford University  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Liver: Iron & Bile  

Program Number:2535  

Room Live Q&A Session:

On the Feasibility of Noncontrast Valvular Cine MRI with High Spatial Resolution and High Frame Rate Using Deep-learning-powered Acceleration

Author:Peng Lai  Christopher Sandino  Shreyas Vasanawala  Anne Menini  Haonan Wang  Anja Brau  Martin Janich  

Institution:GE Healthcare  Stanford University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Novel imaging techniques for CMR  

Session Name:Cardiovascular Power Pitch: Technical  

Program Number:1100  

Room Live Q&A Session:Thursday Parallel 3  

Ungated, Motion Robust, Simultaneous Cardiac and Liver T2* Quantification via Rosette k-Space Sampling

Author:Adam Bush  Christopher Sandino  Shreya Ramachandran  Nicholas Dwork  Frank Ong  Marcus Alley  Shreyas Vasanawala  

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

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Hepatobiliary & Pancreas  

Session Name:Liver: Methods & Applications  

Program Number:0313  

Room Live Q&A Session:Monday Parallel 3