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8X Accelerated Intervertebral Disc Compositional Evaluation with Recurrent Encoder-Decoder Deep Learning Network

Author:Aniket Tolpadi  Francesco Caliva  Misung Han  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Machine Learning for Quantitative Imaging  

Program Number:2179  

Room Session:Concurrent 1  

Institution:UCSF  University of California, Berkeley  

DeepPain: Uncovering Associations Between Data-Driven Learned qMRI Biomarkers and Chronic Pain

Author:Alejandro Morales Martinez  Jinhee Lee  Francesco Caliva  Claudia Iriondo  Sarthak Kamat  Sharmila Majumdar  Valentina Pedoia  

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:0806  

Room Session:Concurrent 4  

Institution:UCSF  

Improving the generalizability of convolutional neural networks for T2-lesion segmentation of gliomas in the post-treatment setting

Author:Jacob Ellison  Francesco Caliva  Pablo Damasceno  Tracy Luks  Marisa LaFontaine  Julia Cluceru  Anil Kemisetti  Yan Li  Valentina Pedoia  Javier Villanueva-Meyer  Janine Lupo  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Emerging Applications of AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging for CES I  

Program Number:3495  

Room Session:Concurrent 6  

Institution:UCSF  

State of the ART (Adversarial Robust Training) to Reconstruct Clinically Relevant Features in Accelerated Knee MRI

Author:Francesco Caliva  Victor Cheng  Rutwik Shah  Misung Han  Sharmila Majumdar  Valentina Pedoia  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Quantitative MSK MRI  

Session Name:Quantitative MRI I  

Program Number:4213  

Room Session:Concurrent 2  

Institution:University of California Berkeley  University of California San Francisco