scholarly journals Super Resolution Convolutional Neural Networks for Increasing Spatial Resolution of $$^{1}$$ H Magnetic Resonance Spectroscopic Imaging

2017 ◽  
pp. 641-650 ◽  
Author(s):  
Sevim Cengiz ◽  
Maria del C. Valdes-Hernandez ◽  
Esin Ozturk-Isik
Keyword(s):  
Neural Networks ◽  
Magnetic Resonance ◽  
Convolutional Neural Networks ◽  
Spatial Resolution ◽  
Super Resolution ◽  
Spectroscopic Imaging ◽  
Magnetic Resonance Spectroscopic Imaging

scholarly journals Super-resolution of 3D Magnetic Resonance Images by Random Shifting and Convolutional Neural Networks

2018 ◽  
Author(s):  
Karl Thurnhofer-Hemsi ◽  
Ezequiel Lopez-Rubio ◽  
Nuria Roe-Vellve ◽  
Enrique Dominguez ◽  
Miguel A. Molina-Cabello
Keyword(s):  
Neural Networks ◽  
Magnetic Resonance ◽  
Convolutional Neural Networks ◽  
Super Resolution ◽  
Magnetic Resonance Images

scholarly journals High-resolution metabolic mapping of gliomas via patch-based super-resolution magnetic resonance spectroscopic imaging at 7T

NeuroImage ◽  
2019 ◽  
Vol 191 ◽  
pp. 587-595 ◽  
Author(s):  
Gilbert Hangel ◽  
Saurabh Jain ◽  
Elisabeth Springer ◽  
Eva Hečková ◽  
Bernhard Strasser ◽  
...  
Keyword(s):  
Magnetic Resonance ◽  
High Resolution ◽  
Super Resolution ◽  
Spectroscopic Imaging ◽  
Magnetic Resonance Spectroscopic Imaging ◽  
Metabolic Mapping

scholarly journals Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning

2019 ◽  
Vol 9 ◽  
Author(s):  
Zohaib Iqbal ◽  
Dan Nguyen ◽  
Gilbert Hangel ◽  
Stanislav Motyka ◽  
Wolfgang Bogner ◽  
...  
Keyword(s):  
Deep Learning ◽  
Magnetic Resonance ◽  
Super Resolution ◽  
Spectroscopic Imaging ◽  
Magnetic Resonance Spectroscopic Imaging
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