Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science
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9783030338428, 9783030338435
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions

2019 ◽  
pp. 71-79
Author(s):  
Patricia M. Johnson ◽  
Matthew J. Muckley ◽  
Mary Bruno ◽  
Erich Kobler ◽  
Kerstin Hammernik ◽  
...  
Keyword(s):  
Magnetic Resonance ◽  
Magnetic Resonance Image

Gamma Source Location Learning from Synthetic Multi-pinhole Collimator Data

2019 ◽  
pp. 205-214
Author(s):  
Peter A. von Niederhäusern ◽  
Carlo Seppi ◽  
Simon Pezold ◽  
Guillaume Nicolas ◽  
Spyridon Gkoumas ◽  
...  
Keyword(s):  
Source Location ◽  
Gamma Source ◽  
Pinhole Collimator

Task-GAN: Improving Generative Adversarial Network for Image Reconstruction

2019 ◽  
pp. 193-204
Author(s):  
Jiahong Ouyang ◽  
Guanhua Wang ◽  
Enhao Gong ◽  
Kevin Chen ◽  
John Pauly ◽  
...  
Keyword(s):  
Image Reconstruction ◽  
Generative Adversarial Network ◽  
Adversarial Network

scholarly journals APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network

2019 ◽  
pp. 36-46
Author(s):  
Chaoping Zhang ◽  
Florian Dubost ◽  
Marleen de Bruijne ◽  
Stefan Klein ◽  
Dirk H. J. Poot
Keyword(s):  
Neural Network ◽  
Parallel Imaging ◽  
Imaging Reconstruction

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis

2019 ◽  
pp. 245-254 ◽  
Author(s):  
Chengjia Wang ◽  
Giorgos Papanastasiou ◽  
Sotirios Tsaftaris ◽  
Guang Yang ◽  
Calum Gray ◽  
...  
Keyword(s):  
Medical Image ◽  
Image Synthesis ◽  
Cross Domain

scholarly journals Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

2019 ◽  
pp. 101-112 ◽  
Author(s):  
Yixing Huang ◽  
Alexander Preuhs ◽  
Günter Lauritsch ◽  
Michael Manhart ◽  
Xiaolin Huang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Artifact Reduction ◽  
Limited Angle
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