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The Effect of Activation Functions and Loss Functions on Deep Learning Based Fully Automated Knee Joint Segmentation

Author:Sibaji Gaj  Dennis Chan  Xiaojuan Li  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence Applied to MSK MRI  

Program Number:0807  

Room Session:Concurrent 4  

Institution:Cleveland Clinic  

Feasibility of Femoral Cartilage Lesion Classification on Clinical MRIs using Deep Learning

Author:Mingrui Yang  Ceylan Colak  Mercan Aslan  Sibaji Gaj  Morgan Jones  Carl Winalski  Naveen Subhas  Xiaojuan Li  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4064  

Room Session:Concurrent 4  

Institution:Cleveland Clinic  

Quantitative Assessment of cartilage composition using MR T1? and T2 imaging 10 years Post ACL-Reconstruction

Author:John Murray  Richard Lartey  Jeehun Kim  Mei Li  Sibaji Gaj  Brendan Eck  Donxing Xie  Carl Winalski  Faysal Altahawi  Morgan Jones  Bruce Damon  Laura Huston  Huyen Nguyen  Michael Knopp  Kurt Spindler  Xiaojuan Li  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Quantitative MSK MRI  

Session Name:Quantitative MRI II  

Program Number:4223  

Room Session:Concurrent 2  

Institution:Lerner Research Institute, Cleveland Clinic  Program of Advanced Musculoskeletal Imaging (PAMI), Cleveland Clinic  Vanderbilt University  Wright Ctr. Of Innovation in BioMed. Imaging, The Ohio State University  Case Western Reserve University  Imaging Inst., Cleveland Clinic  Orthopaedics and Rheumatology Inst.