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5-Minute Double-Echo in Steady-State with Separated Echoes for Comprehensive Whole-Joint Knee MRI Assessment with and without a Proton-Density-Weighted Sequence

5-Minute Double-Echo in Steady-State with Separated Echoes for Comprehensive Whole-Joint Knee MRI Assessment with and without a Proton-Density-Weighted Sequence

5-Minute Quantitative Double-Echo in Steady-State for High-Value Diagnostic Knee MRI: Combining an Efficient Multi-Contrast Acquisition with Quantitative Imaging and Artificial Intelligence

Author:Akshay Chaudhari  Murray Grissom  Zhongnan Fang  Jin Lee  Garry Gold  Brian Hargreaves  Kathryn Stevens  

Institution:LVIS Corporation  Santa Clara Valley Medical Center  Stanford University  

Session Type:Combined Educational & Scientific Session  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Value of MRI  

Program Number:1185  

Presentation Time:17:00   

Room Number:Room 512A-H  

Computer Number:

Accurate 3D T2 Relaxometry with Simultaneous High-Resolution Structural Imaging using Deep Learning

Author:Akshay Chaudhari  Arjun Desai  Zhongnan Fang  Eric Bultman  Jin Lee  Garry Gold  Brian Hargreaves  

Institution:LVIS Corporation  Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 2, Meniscus, Tendon & Ligament  

Program Number:1407  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 149  

Detecting Early Changes in ACL-Reconstructed Knee Cartilage: Cluster Analysis of T2 Relaxation Times in Superficial and Deep Cartilage and ADC Analysis

Author:Marianne Black  Daehyun Yoon  Kate Young  Akshay Chaudhari  Feliks Kogan  Garry Gold  Marc Levenston  Brian Hargreaves  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 1  

Program Number:1322  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 64  

DOSMA: A deep-learning, open-source framework for musculoskeletal MRI analysis

Author:Arjun Desai  Marco Barbieri  Valentina Mazzoli  Elka Rubin  Marianne Black  Lauren Watkins  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Institution:Stanford University  University of Bologna  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning & Post-Processing in MSK  

Program Number:1135  

Presentation Time:13:45   

Room Number:Room 511BCEF  

Computer Number:

Evaluating the Use of Deep-Learning Super-Resolution for Obtaining Osteoarthritis Biomarkers

Author:Akshay Chaudhari  Jeff Wood  Kathryn Stevens  Zhongnan Fang  Jin Lee  Garry Gold  Brian Hargreaves  

Institution:Austin Radiological Association  LVIS Corporation  Stanford University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning & Post-Processing in MSK  

Program Number:1140  

Presentation Time:14:45   

Room Number:Room 511BCEF  

Computer Number:

Knee T2 relaxometry using quantitative DESS: reproducibility across imaging vendors

Author:Quin Lu  Brian Hargreaves  Dave Hitt  Akshay Chaudhari  

Institution:Philips Healthcare North America  Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Robust & Reproducible Quantitation  

Program Number:4455  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 82  

Meniscal Tear Detection with Machine Learning: Initial Experience

Author:Eric Bultman  Akshay Chaudhari  Arjun Desai  Garry Gold  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 2, Meniscus, Tendon & Ligament  

Program Number:1406  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 148  

Rapid Quantitative Simultaneous Bilateral Knee Imaging with Fully Automated Femoral Cartilage Analysis: Toward Knee Asymmetry Evaluation.

Author:Marco Barbieri  Arjun Desai  Feliks Kogan  Valentina Mazzoli  Elka Rubin  Gastone Castellani  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Institution:Stanford University  University of Bologna  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 1  

Program Number:1332  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 74  

SuperSurfer: Cortical surface reconstruction using super-resolution anatomical MR images synthesized by deep learning

Author:Qiyuan Tian  Berkin Bilgic  Qiuyun Fan  Chanon Ngamsombat  Akshay Chaudhari  Ned Ohringer  Yuxin Hu  Thomas Witzel  Kawin Setsompop  Jonathan Polimeni  Susie Huang  

Institution:Massachusetts General Hospital, Harvard Medical School  Stanford University  Massachusetts Institute of Technology  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Image Processing & Analysis  

Program Number:0834  

Presentation Time:14:06   

Room Number:Room 510A-D  

Computer Number:

Synthesizing T2 Maps from Morphological OAI Scans Using Conditional GANs and a Split U-Net

Technical Considerations for Semantic Segmentation in Magnetic Resonance Imaging using Deep Convolutional Neural Networks: A Case Study in Femoral Cartilage Segmentation

Author:Arjun Desai  Garry Gold  Brian Hargreaves  Akshay Chaudhari  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4736  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 18