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Deep-Learning Based Image Reconstruction for Lumbar Spine MRI at 3T: Clinical Feasibility

Author:Emma Bahroos Misung Han Cynthia Chin David Shin Javier Villanueva-Meyer Thomas Link 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:4052

Room Session:Concurrent 4

Institution:GE Healthcare University of California San Francisco

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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

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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

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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

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Deep-Learning Based Image Reconstruction for Lumbar Spine MRI at 3T: Clinical Feasibility

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

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

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