scholarly journals Self-attention convolutional neural network for improved MR image reconstruction

2019 ◽  
Vol 490 ◽  
pp. 317-328 ◽  
Author(s):  
Yan Wu ◽  
Yajun Ma ◽  
Jing Liu ◽  
Jiang Du ◽  
Lei Xing
Keyword(s):  
Neural Network ◽  
Image Reconstruction ◽  
Convolutional Neural Network ◽  
Mr Image ◽  
Mr Image Reconstruction

scholarly journals SANTIS: Sampling‐Augmented Neural neTwork with Incoherent Structure for MR image reconstruction

2019 ◽  
Vol 82 (5) ◽  
pp. 1890-1904 ◽  
Author(s):  
Fang Liu ◽  
Alexey Samsonov ◽  
Lihua Chen ◽  
Richard Kijowski ◽  
Li Feng
Keyword(s):  
Neural Network ◽  
Image Reconstruction ◽  
Mr Image ◽  
Mr Image Reconstruction

Transfer learning in deep neural network based under-sampled MR image reconstruction

2021 ◽  
Vol 76 ◽  
pp. 96-107
Author(s):  
Madiha Arshad ◽  
Mahmood Qureshi ◽  
Omair Inam ◽  
Hammad Omer
Keyword(s):  
Neural Network ◽  
Image Reconstruction ◽  
Transfer Learning ◽  
Deep Neural Network ◽  
Mr Image ◽  
Mr Image Reconstruction

scholarly journals Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

2021 ◽  
pp. 1-1
Author(s):  
Matthew J. Muckley ◽  
Bruno Riemenschneider ◽  
Alireza Radmanesh ◽  
Sunwoo Kim ◽  
Geunu Jeong ◽  
...  
Keyword(s):  
Machine Learning ◽  
Image Reconstruction ◽  
Mr Image ◽  
Mr Image Reconstruction
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