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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: