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Deep learning-based reconstruction for 3D coronary MR angiography with a 3D variational neural network (3D-VNN)

Author:Ioannis Valasakis  Haikun Qi  Kerstin Hammernik  Gastao Cruz  Daniel Rueckert  Claudia Prieto  Rene Botnar  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2660  

Room Session:Concurrent 2  

Institution:Imperial College London  King's College London  Technical University of Munich  

LAPNet: Deep-learning based non-rigid motion estimation in k-space from highly undersampled respiratory and cardiac resolved acquisitions

Author:Thomas Küstner  Jiazhen Pan  Haikun Qi  Gastao Cruz  Kerstin Hammernik  Christopher Gilliam  Thierry Blu  Sergios Gatidis  Daniel Rueckert  René Botnar  Claudia Prieto  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Motion Correction Strategies  

Session Name:Motion Correction Strategies  

Program Number:0126  

Room Session:Concurrent 1  

Institution:Chinese University of Hong Kong  King's College London  Technical University of Munich  University Hospital of Tübingen  University of Melbourne  Imperial College London  

One-heartbeat cardiac CINE imaging via jointly regularized non-rigid motion corrected reconstruction

Author:Gastao Cruz  Kerstin Hammernik  Thomas Kuestner  Daniel Rueckert  René Botnar  Claudia Prieto  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Constrained & Model-Based Reconstructions  

Session Name:Constrained & Model-Based Reconstructions  

Program Number:0070  

Room Session:Concurrent 1  

Institution:King's College London  Technical University of Munich  Imperial College London