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Data augmentation using features from activation maps improved performance for deep learning based automated knee prescription

Author:Deepa Anand  Dattesh Shanbhag  Preetham Shankpal  Chitresh Bhushan  Desmond Yeo  Thomas Foo  Radhika Madhavan  

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:0811  

Room Session:Concurrent 4  

Institution:GE Global Research  GE Healthcare  

Deep Learning based spine labeling with three-plane 2D localizers without vertebrae segmentation

Author:Dattesh Shanbhag  Arathi Sreekumari  Soumya Ghose  Chitresh Bhushan  Uday Patil  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Making MRI More Accessible: Speed, Cost & New Developments  

Session Name:Making MRI More Accessible  

Program Number:3812  

Room Session:Concurrent 3  

Institution:GE Global Research  GE Healthcare  General Electric Company  

Oscillating Gradient Spin Echo-Based Time-dependent Diffusivity Reflects Regional Microstructure Differences in Human White Matter

Author:Ante Zhu  J. Kevin DeMarco  Robert Shih  Radhika Madhavan  Tim Sprenger  Chitresh Bhushan  Maureen Hood  Luca Marinelli  Vincent Ho  Thomas Foo  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Diffusion in Cancer: Clinical Studies & Validation  

Session Name:Microstructure: Models, Sampling & Analysis  

Program Number:3639  

Room Session:Concurrent 4  

Institution:GE Global Research  GE Healthcare  Uniformed Services University of the Health Sciences  Walter Reed National Military Medical Center