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A combined model-based and ML-based approach performs better than model-based or ML-based applied individually

Author:Srikant Kamesh Iyer  Hassan Haji-Valizadeh  Samir Sharma  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Motion Correction II  

Program Number:1998  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Research USA, Inc.  

Acquisition Adaptive Unrolled Deep Learning Framework for Parallel MRI

Author:Aniket Pramanik  Sampada Bhave  Saurav Sajib  Samir Sharma  Mathews Jacob  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2927  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Research USA  University of Iowa  

Effect of regularization parameter on model-based deep learning framework for accelerated MRI

Author:Sampada Bhave  Saurav Sajib  Aniket Pramanik  Mathews Jacob  Samir Sharma  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Accelerating Acquisitions  

Program Number:4642  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Research USA Inc  University of Iowa