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Advanced Knee Imaging Study in NCAA Division 1 Basketball Update: Study Design and Considerations for Multi-Site Longitudinal Study

Author:Katherine Young  Elka Rubin  Feliks Kogan  Marianne Black  Madeleine Gao  John Sabol  Marc Safran  Matthew Koff  Hollis Potter  Sharmila Majumdar  Garry Gold  

Institution:GE Healthcare  Hospital for Special Surgery  Stanford University  University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Clinical Applications in MSK and Others  

Session Name:Musculoskeletal Clinical Applications/Translation  

Program Number:2787  

Room Live Q&A Session:

Comparison of Meniscal T2* Metrics in Elite Basketball Players and Swimmers

Author:Erin Argentieri  James Yoder  Garry Gold  Sharmila Majumdar  Matthew Koff  Hollis Potter  

Institution:Hospital for Special Surgery  Stanford University  University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Clinical Applications in MSK and Others  

Session Name:Meniscus/Tendon  

Program Number:2810  

Room Live Q&A Session:

Compositional and Morphological Characterization of Knee Articular Cartilage in Collegiate Basketball Players using Multiparametric MRI

Author:Kenneth Gao  Valentina Pedoia  Radhika Tibrewala  Katherine Young  Feliks Kogan  Matthew Koff  Garry Gold  Hollis Potter  Sharmila Majumdar  

Institution:Hospital for Special Surgery  Stanford University  University of California, San Francisco  

Session Type:Combined Educational & Scientific Session  

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

Topic:Muscle, Cartilage, Knee stabilizers  

Session Name:MRI of Knee Stabilizers  

Program Number:0362  

Room Live Q&A Session:Monday Parallel 4  

Computer Aided Detection AI Reduces Inter-Reader Variability in Grading Hip Abnormalities from MRI

Author:Radhika Tibrewala  Eugene Ozhinsky  Rutwik Shah  Io Flament  Kay Crossley  Ramya Srinivasan  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:La Trobe Sport and Exercise Medicine Research Centre  University of California San Francisco  

Session Type:Combined Educational & Scientific Session  

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

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:0251  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning Assisted Full Knee 3D MRI-Based Lesion Severity Staging

Author:Bruno Astuto Arouche Nunes  Io Flament  Nikan Namiri  Rutwik Shah  Matthew Bucknor  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  

Session Type:Oral  

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

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0242  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

Author:Aniket Tolpadi  Jinhee Lee  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  University of California Berkeley  

Session Type:Oral  

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

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0241  

Room Live Q&A Session:Monday Parallel 4  

Discovering MRI Imaging Biomarkers Associated with Progression of Knee Pain Using Deep Learning for Survival Analysis

Author:Jinhee Lee  Chul Chung  Felix Liu  Sharmila Majumdar  Valentina Pedoia  

Institution:Bay Imaging Consultants  University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2692  

Room Live Q&A Session:

Efficient Measurement of Composite Metric R2-R1? in Knee Cartilage

Author:Misung Han  Radhika Tibrewala  Emma Bahroos  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California, San Francisco  

Session Type:Oral - Power Pitch  

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

Topic:Hot Topics & Cancer  

Session Name:Musculoskeletal 2  

Program Number:1165  

Room Live Q&A Session:Thursday Parallel 1  

Linking multi-joint biomechanics with cartilage composition from qMRI

Author:Koren Roach  Valentina Pedoia  Jinhee Lee  Tijana Popovic  Sharmila Majumdar  Richard Souza  

Institution:University of California San Francisco  

Session Type:Oral - Power Pitch  

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

Topic:Hot Topics & Cancer  

Session Name:Musculoskeletal 2  

Program Number:1152  

Room Live Q&A Session:Thursday Parallel 1  

Longitudinal Analysis of Knee Articular Cartilage in Collegiate Basketball Players and Swimmers: Preliminary Results

Author:Elka Rubin  Valentina Mazzoli  Marianne Black  Arjun Desai  Kate Young  Feliks Kogan  Ashwin Sreedhar  Dominic Vincentini  Katelin Knox  Tomoo Yamada  Andrew McCabe  Marc Safran  Sharmila Majumdar  Hollis Potter  Garry Gold  

Institution:Hospital for Special Surgery  Santa Clara University  Stanford University  University of California San Francisco  

Session Type:Digital Poster  

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

Topic:Bone, Cartilage, and Muscle  

Session Name:Cartilage 1  

Program Number:2726  

Room Live Q&A Session:

Multimodal qMRI Framework for Knee Imaging Biomarker Fusion and Osteoarthritis Prediction

Author:Alejandro Morales Martinez  Francesco Caliva  Claudia Iriondo  Sarthak Kamat  Sharmila Majumdar  Valentina Pedoia  

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

Session Type:Oral - Power Pitch  

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

Topic:Hot Topics & Cancer  

Session Name:Musculoskeletal 1  

Program Number:1139  

Room Live Q&A Session:Thursday Parallel 1  

Oriented Object Detection Convolutional Neural Network for Automated Prescription of Oblique MRI Acquisitions

Author:Eugene Ozhinsky  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  

Session Type:Digital Poster  

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

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Segmentation, Localization & Registration  

Program Number:3567  

Room Live Q&A Session:

Principal Component Analysis of Simultaneous PET/MRI Reveals Patterns of Cartilage-Bone Interactions in Osteoarthritis

Author:Radhika Tibrewala  Valentina Pedoia  Matthew Bucknor  Sharmila Majumdar  

Institution:University of California San Francisco  

Session Type:Oral  

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

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Musculoskeletal Emerging Methods  

Program Number:0258  

Room Live Q&A Session:Monday Parallel 4  

A Report on the International Workshop on Osteoarthritis Imaging Segmentation Challenge: A Multi-Institute Evaluation on a Standard Dataset

Author:Arjun Desai  Francesco Caliva  Claudia Iriondo  Naji Khosravan  Aliasghar Mortazi  Sachin Jambawalikar  Drew Torigian  Jutta Ellerman  Mehmet Akçakaya  Ulas Bagci  Radhika Tibrewala  Io Flament  Matt O'Brien  Sharmila Majumdar  Math Perslev  

Institution:Cleveland Clinic  Columbia University Medical Center  Medical University of Vienna  New York University Langone Health  Stanford University  University of California San Francisco  University of Central Florida  University of Copenhagen  University of Min  

Session Type:Oral - Power Pitch  

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

Topic:Hot Topics & Cancer  

Session Name:Musculoskeletal 1  

Program Number:1147  

Room Live Q&A Session:Thursday Parallel 1  

Semi-Quantitative Grading of the Anterior Cruciate Ligament using Deep Learning

Author:Nikan Namiri  Io Flament  Bruno Astuto  Rutwik Shah  Radhika Tibrewala  Francesco Caliva  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California, San Francisco  

Session Type:Oral  

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

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0243  

Room Live Q&A Session:Monday Parallel 4  

T2 Analysis of the Entire Osteoarthritis Initiative Dataset (N=25,729)

Author:Alaleh Razmjoo  Francesco Caliva  Jinhee Lee  Felix Liu  Gabby B. Joseph  Thomas M. Link  Sharmila Majumdar  Valentina Pedoia  

Institution:University of California, San Francisco  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2685  

Room Live Q&A Session:

Task-Based UltraFast MRI: Simultaneous Image Reconstruction and Tissue Segmentation

Author:Francesco Caliva  Adam Noworolski  Andrew Leynes  Claudia Iriondo  Sharmila Majumdar  Peder Larson  Valentina Pedoia  

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

Session Type:Combined Educational & Scientific Session  

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

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in MSK  

Program Number:0250  

Room Live Q&A Session:Monday Parallel 4  

To the point: deep learning on dense T2 point clouds for improved feature extraction

Author:Claudia Iriondo  Alaleh Razmjoo  Francesco Caliva  Sharmila Majumdar  Valentina Pedoia  

Institution:University of California, San Francisco  

Session Type:Oral - Power Pitch  

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

Topic:Hot Topics & Cancer  

Session Name:Musculoskeletal 2  

Program Number:1154  

Room Live Q&A Session:Thursday Parallel 1