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[18F]-NaF PET-MR Imaging Reveals Bone-Cartilage Interactions in Hip Osteoarthritis

Author:Radhika Tibrewala  Emma Bahroos  Hatef Mehrebian  Sarah Foreman  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  University of California San Francisco  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Traumatic, Neoplastic & Degenerative Musculoskeletal Diseases  

Program Number:0868  

Presentation Time:14:54   

Room Number:Room 513D-F  

Computer Number:

BEES Knees: Bilateral Expedited Exam Supporting Quantitative Imaging of Knees

Author:Emma Bahroos  Radhika Tibrewala  Misung Han  Bruno Astuto Arouche Nunes  Valentina Pedoia  Sharmila Majumdar  

Institution:UCSF  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 1  

Program Number:1310  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 52  

Beyond Dice Coefficient: Evaluating Shape Biomarker Preservation in Neural Network Segmentations

Author:Claudia Iriondo  Valentina Pedoia  Michael Girard  Sharmila Majumdar  

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

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4731  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 13  

Deep Learning Pipeline for Automated Identification of Osteoarthritic Degenerative Changes in the Hip

Author:Eugene Ozhinsky  Radhika Tibrewala  Rutwik Shah  Sarah Foreman  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  University of California San Francisco  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Pitch: MSK Power Pitch  

Program Number:0129  

Presentation Time:13:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Deep Learning Pipeline for Automated Identification of Osteoarthritic Degenerative Changes in the Hip

Author:Eugene Ozhinsky  Radhika Tibrewala  Rutwik Shah  Sarah Foreman  Valentina Pedoia  Sharmila Majumdar  

Institution:University of California San Francisco  University of California San Francisco  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Poster: MSK Power Poster  

Program Number:0129  

Presentation Time:14:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 18  

Deep Learning-Based Automatic Estimation of Volume and Fat Fraction in Abductor Muscles and their Associations with T1? and T2 in Hip Osteoarthritis Patients

Author:Radhika Tibrewala  Valentina Pedoia  Carla Kinnunen  Tijana Popovic  Richard Souza  Sharmila Majumdar  

Institution:University of California San Francisco  University of California San Francisco  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Muscle 1  

Program Number:1267  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Developments of Unet, Unet plus Conditional Random Field Insert, and Bayesian Vnet CNNs for Zonal Prostate Segmentation

Author:Peng Cao  Susan Noworolski  Sage Kramer  Valentina Pedoia  Antonio Westphalen  Peder Larson  

Institution:University of California at San Francisco  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1619  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 11  

Large-scale Knee Osteoarthritis Prediction from Spherical Coordinate Encoding of Bone Shape with Deep Learning Classifier

Author:Alejandro Morales Martinez  Io Flament  Felix Liu  Jinhee Lee  Peng Cao  Sharmila Majumdar  Valentina Pedoia  

Institution:University of California, San Francisco  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning & Post-Processing in MSK  

Program Number:1141  

Presentation Time:14:57   

Room Number:Room 511BCEF  

Computer Number:

MRI-Based Multi-Task Deep Learning for Cartilage Lesion Severity Staging in Knee Osteoarthritis

Author:Bruno Astuto  Io Flament  James Mitrani  Rutwik Shah  Matthew Bucknor  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Institution:Lawrence Livermore National Lab  University of California San Francisco - UCSF  UCSF  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning & Post-Processing in MSK  

Program Number:1138  

Presentation Time:14:21   

Room Number:Room 511BCEF  

Computer Number:

Predicting Pain Trajectories in Knee Osteoarthritis Subjects by Learning Image Biomarkers from Structural MRI

Author:Jinhee Lee  Felix Liu  Sharmila Majumdar  Valentina Pedoia  

Institution:University of California, San Fransisco  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:MSK Techniques & Development: Other MSK  

Program Number:1411  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 153  

Transfer Learning in Hip MRI Segmentation: Geometry Is More Important Than Contrast

Author:Claudia Iriondo  Michael Girard  Valentina Pedoia  Sharmila Majumdar  

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

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 1  

Program Number:1309  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 51