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Deep learning based synthetic CT skull for transcranial MRgFUS interventions using 3D V-net–Transfer learning implications

Author:Pan Su  Sijia Guo  Steven Roys  Florian Maier  Thomas Benkert  Himanshu Bhat  Elias Melhem  Dheeraj Gandhi  Rao Gullapalli  Jiachen Zhuo  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Interventional, Multimodal & Auxiliary Engineering  

Session Name:MR-Guided Interventions: Methods  

Program Number:4258  

Room Session:Concurrent 3  

Institution:Siemens Healthcare GmbH  Siemens Medical Solutions USA, Inc.  University of Maryland, School of Medicine  University of Maryland Medical Center  

Improved Outcome prediction in mild Traumatic Brain Injury using Latent Feature Extraction from Volumetric MRI

Author:Sanjay Purushotham  Ashwathy Sureshkumar  Li Jiang  Shiyu Tang  Steven Roys  Chandler Rhodes  Rao Gullapalli  Jiachen Zhuo  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Explorations of AI in Neuroimaging  

Program Number:3276  

Room Session:Concurrent 6  

Institution:University of Maryland School of Medicine  University of Maryland, Baltimore County  Walter Reed National Military Medical Center