scholarly journals A Model-Based Unsupervised Deep Learning Method for Low-Dose CT Reconstruction

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 159260-159273
Author(s):  
Kaichao Liang ◽  
Li Zhang ◽  
Hongkai Yang ◽  
Zhiqiang Chen ◽  
Yuxiang Xing
Keyword(s):  
Deep Learning ◽  
Low Dose ◽  
Learning Method ◽  
Ct Reconstruction ◽  
Low Dose Ct ◽  
Model Based ◽  
Unsupervised Deep Learning

scholarly journals Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method

2019 ◽  
Vol 1 (7) ◽  
pp. e353-e362 ◽  
Author(s):  
Peng Huang ◽  
Cheng T Lin ◽  
Yuliang Li ◽  
Martin C Tammemagi ◽  
Malcolm V Brock ◽  
...  
Keyword(s):  
Lung Cancer ◽  
Deep Learning ◽  
Cancer Risk ◽  
Validation Study ◽  
Low Dose ◽  
Lung Cancer Risk ◽  
Learning Method ◽  
Low Dose Ct

Median prior constrained TV algorithm for sparse view low-dose CT reconstruction

2015 ◽  
Vol 60 ◽  
pp. 117-131 ◽  
Author(s):  
Yi Liu ◽  
Hong Shangguan ◽  
Quan Zhang ◽  
Hongqing Zhu ◽  
Huazhong Shu ◽  
...  
Keyword(s):  
Low Dose ◽  
Ct Reconstruction ◽  
Low Dose Ct

scholarly journals Low-dose CT reconstruction using spatially encoded nonlocal penalty

2017 ◽  
Vol 44 (10) ◽  
pp. e376-e390 ◽  
Author(s):  
Kyungsang Kim ◽  
Georges El Fakhri ◽  
Quanzheng Li
Keyword(s):  
Low Dose ◽  
Ct Reconstruction ◽  
Low Dose Ct

A comparison study of deep learning designs for improving low-dose CT denoising

2021 ◽  
Author(s):  
Vincent Wang ◽  
Alice Wei ◽  
Jiaxing Tan ◽  
Siming Lu ◽  
Weiguo Cao ◽  
...  
Keyword(s):  
Deep Learning ◽  
Low Dose ◽  
Comparison Study ◽  
Low Dose Ct
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