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Fully automatic detection and voxel-wise mapping of vertebral body Modic changes using deep convolutional neural networks

Author:Kenneth Gao  Radhika Tibrewala  Madeline Hess  Upasana Bharadwaj  Gaurav Inamdar  Cynthia Chin  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4058  

Room Session:Concurrent 4  

Institution:University of California, San Francisco  University of California, Berkeley-University of California San Francisco Graduate Program in Bioengineering  

Less is more: zero-shot detection and transfer learning for facet arthropathy localization and classification on lumbar spine MRIs

Author:Upasana Bharadwaj  Cynthia Chin  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4053  

Room Session:Concurrent 4  

Institution:University of California, San Francisco  

Towards Clinical Translation of Fully Automatic Segmentation and 3D Biomarker Extraction of Lumbar Spine MRI

Author:Madeline Hess  Kenneth Gao  Radhika Tibrewala  Gaurav Inamdar  Upasana Bharadwaj  Cynthia Chin  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4059  

Room Session:Concurrent 4  

Institution:University of California, San Francisco