DeepQSMSeg: A Deep Learning-based Sub-cortical Nucleus Segmentation Tool for Quantitative Susceptibility Mapping

2021 ◽  
Author(s):  
Yonghang Guan ◽  
Xiaojun Guan ◽  
Jingjing Xu ◽  
Hongjiang Wei ◽  
Xiaojun Xu ◽  
...  
Keyword(s):  
Deep Learning ◽  
Susceptibility Mapping ◽  
Quantitative Susceptibility Mapping ◽  
Cortical Nucleus ◽  
Nucleus Segmentation

scholarly journals DeepQSM - using deep learning to solve the dipole inversion for quantitative susceptibility mapping

NeuroImage ◽  
2019 ◽  
Vol 195 ◽  
pp. 373-383 ◽  
Author(s):  
Steffen Bollmann ◽  
Kasper Gade Bøtker Rasmussen ◽  
Mads Kristensen ◽  
Rasmus Guldhammer Blendal ◽  
Lasse Riis Østergaard ◽  
...  
Keyword(s):  
Deep Learning ◽  
Susceptibility Mapping ◽  
Quantitative Susceptibility Mapping

scholarly journals MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping

NeuroImage ◽  
2021 ◽  
pp. 118376
Author(s):  
Ruimin Feng ◽  
Jiayi Zhao ◽  
He Wang ◽  
Baofeng Yang ◽  
Jie Feng ◽  
...  
Keyword(s):  
Deep Learning ◽  
Susceptibility Mapping ◽  
Quantitative Susceptibility Mapping ◽  
Model Based

scholarly journals xQSM: quantitative susceptibility mapping with octave convolutional and noise‐regularized neural networks

2020 ◽  
Author(s):  
Yang Gao ◽  
Xuanyu Zhu ◽  
Bradford A. Moffat ◽  
Rebecca Glarin ◽  
Alan H. Wilman ◽  
...  
Keyword(s):  
Neural Networks ◽  
Susceptibility Mapping ◽  
Quantitative Susceptibility Mapping

scholarly journals Rapid multi-orientation quantitative susceptibility mapping

NeuroImage ◽  
2016 ◽  
Vol 125 ◽  
pp. 1131-1141 ◽  
Author(s):  
Berkin Bilgic ◽  
Luke Xie ◽  
Russell Dibb ◽  
Christian Langkammer ◽  
Aysegul Mutluay ◽  
...  
Keyword(s):  
Susceptibility Mapping ◽  
Quantitative Susceptibility Mapping
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