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Automated Segmentation of Knee Articular Cartilage on MRI Data: Increasing Network Capacity with Transfer Learning

Author:Dimitri Kessler  James MacKay  Fiona Gilbert  Martin Graves  Joshua Kaggie  

Institution:University of Cambridge  University of East Anglia  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2652  

Room Live Q&A Session:

Distinguishing Exercise-Induced Compositional Changes in Knee Cartilage with Quantitative MR Relaxation Time Mapping

Author:Dimitri Kessler  Joshua Kaggie  James MacKay  Scott McDonald  Andrew Grainger  Alexandra Roberts  Robert Janiczek  Martin Graves  Fiona Gilbert  

Institution:Addenbrooke’s Hospital  Clinical Imaging  Independent Clinical Imaging Consultant  University of Cambridge  University of East Anglia  

Session Type:Digital Poster  

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

Topic:Bone, Cartilage, and Muscle  

Session Name:Cartilage 2  

Program Number:2743  

Room Live Q&A Session:

Dynamic Contrast Enhanced MR Imaging of Synovitis: Repeatability, Discriminative Validity and Responsiveness in Knee Osteoarthritis

Author:James MacKay  Faezeh Sanaei Nehad  Josh Kaggie  Jo Naish  Caleb Roberts  Martin Graves  Fiona Gilbert  Andrew McCaskie  John Waterton  Rob Janiczek  Alexandra Roberts  Geoff Parker  

Institution:BiOxyDyn Ltd  GlaxoSmithKline  University of Cambridge  University of East Anglia  University of Manchester  

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:2694  

Room Live Q&A Session:

Evaluating the Relationship Between Dynamic [18F]-Sodium Fluoride Uptake Parameters and MRI Knee Osteoarthritic Findings

Author:Lauren Watkins  James MacKay  Bryan Haddock  Valentina Mazzoli  Scott Uhlrich  Garry Gold  Feliks Kogan  

Institution:Copenhagen University Hospital  Stanford University  University of East Anglia  University of Cambridge  

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:0259  

Room Live Q&A Session:Monday Parallel 4  

Imaging of Bone-Synovium Interactions Using Dynamic Contrast Enhanced MRI and 18F-Sodium Fluoride PET

Author:James MacKay  Lauren Watkins  Garry Gold  Feliks Kogan  

Institution:Stanford University  University of East Anglia  University of Cambridge  

Session Type:Oral - Power Pitch  

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

Topic:Hot Topics & Cancer  

Session Name:Musculoskeletal 1  

Program Number:1151  

Room Live Q&A Session:Thursday Parallel 1  

Influences of Gender, Physical Growth, and Socioeconomic Characteristics on Early Brain Growth in Children from an LMIC Setting.

Author:Sean Deoni  Aarti Kumar  Vishwajeet Kumar  Madhuri Tiwari  John Spencer  Muriel Bruchhage  

Institution:Bill & Melinda Gates Foundation  Brown University  CEL  University of East Anglia  

Session Type:Oral  

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

Topic:Pediatric Neuro: Fetal to Adolescence  

Session Name:Pediatric Neuro: Fetal/Newborn/Developmental  

Program Number:0228  

Room Live Q&A Session:Monday Parallel 3