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Knowledge Distillation Enables Efficient Neural Network for Better Generalizability in MR Image Denoising and Super Resolution

Author:Qinyang Shou  Zechen Zhou  Kevin Blansit  Praveen Gulaka  Enhao Gong  Greg Zaharchuk  Ajit Shankaranarayanan  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4194  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  University of Southern California  

A Deep Learning-based Multi-Contrast MRI Registration Model with a Realistic Flow Field and Reduced Over-Smoothing Effect

Author:Yiheng Li  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration I  

Program Number:4343  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  

Anatomy and Image Contrast Metadata Verification using Self-supervised Pretraining

Author:Ben Duffy  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing I  

Program Number:4742  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.  

Arbitrary Level Contrast Dose Simulation in Brain MRI Using Iterative Reconstruction with Transformer Models.

Author:Dayang Wang  Srivathsa Pasumarthi  Ryan Chamberlain  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Contrast Agents  

Program Number:4870  

Room Session:Exhibition Halls D/E  

Institution :Subtle Medical Inc.