Self‐contained deep learning‐based boosting of 4D cone‐beam CT reconstruction

Frederic Madesta; Thilo Sentker; Tobias Gauer; René Werner

doi:10.1002/mp.14441

Self‐contained deep learning‐based boosting of 4D cone‐beam CT reconstruction

Medical Physics ◽

10.1002/mp.14441 ◽

2020 ◽

Vol 47 (11) ◽

pp. 5619-5631

Author(s):

Frederic Madesta ◽

Thilo Sentker ◽

Tobias Gauer ◽

René Werner

Keyword(s):

Deep Learning ◽

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction

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Deep learning based cone beam CT reconstruction framework using a cascaded neural network architecture (Conference Presentation)

Medical Imaging 2018: Physics of Medical Imaging ◽

10.1117/12.2293916 ◽

2018 ◽

Cited By ~ 1

Author(s):

Yinsheng Li ◽

Guang-Hong Chen

Keyword(s):

Neural Network ◽

Deep Learning ◽

Network Architecture ◽

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction ◽

Neural Network Architecture

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Improve 3D cone-beam CT reconstruction by slice-wise deep learning

2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) ◽

10.1109/nssmic.2018.8824423 ◽

2018 ◽

Author(s):

Hongkai Yang ◽

Kaichao Liang ◽

Li Zhang ◽

Kejun Kang ◽

Yuxiang Xing

Keyword(s):

Deep Learning ◽

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction

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Geometric Correction for Cone-Beam CT Reconstruction and Artifacts Reduction

2008 2nd International Conference on Bioinformatics and Biomedical Engineering ◽

10.1109/icbbe.2008.929 ◽

2008 ◽

Cited By ~ 2

Author(s):

Jun Yang ◽

Xin Zhen ◽

Linghong Zhou ◽

Shuxu Zhang ◽

Zhuoyu Wang ◽

...

Keyword(s):

Cone Beam Ct ◽

Cone Beam ◽

Geometric Correction ◽

Ct Reconstruction ◽

Artifacts Reduction

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Methods of Automatic Assurance of Image Quality in Cone-beam CT Based on Deep Learning

2019 International Conference on Medical Imaging Physics and Engineering (ICMIPE) ◽

10.1109/icmipe47306.2019.9098200 ◽

2019 ◽

Author(s):

Yinping Chan ◽

Xiaokun Liang ◽

Lei Deng ◽

Yaoqin Xie

Keyword(s):

Deep Learning ◽

Image Quality ◽

Cone Beam Ct ◽

Cone Beam

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Dental cone-beam CT reconstruction from limited-angle view data based on compressed-sensing (CS) theory for fast, low-dose X-ray imaging

Journal of the Korean Physical Society ◽

10.3938/jkps.64.1907 ◽

2014 ◽

Vol 64 (12) ◽

pp. 1907-1911

Author(s):

Uikyu Je ◽

Hyosung Cho ◽

Minsik Lee ◽

Jieun Oh ◽

Yeonok Park ◽

...

Keyword(s):

Compressed Sensing ◽

Low Dose ◽

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction ◽

X Ray ◽

X Ray Imaging ◽

Limited Angle

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A First-order Method for Dose Reduction in Cone-Beam CT Reconstruction by Compressed Sensing

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2010.07.1598 ◽

2010 ◽

Vol 78 (3) ◽

pp. S688-S689

Author(s):

K. Choi ◽

J. Wang ◽

L. Zhu ◽

S. Boyd ◽

L. Xing

Keyword(s):

Compressed Sensing ◽

Dose Reduction ◽

Cone Beam Ct ◽

Cone Beam ◽

Order Method ◽

Ct Reconstruction ◽

First Order ◽

First Order Method

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4DCT and 4D Cone-Beam CT Reconstruction Using Temporal Regularizations

Series in Medical Physics and Biomedical Engineering - Graphics Processing Unit-Based High Performance Computing in Radiation Therapy ◽

10.1201/b18968-6 ◽

2015 ◽

pp. 63-82

Keyword(s):

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction

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Directional Interpolation for Motion Weighted 4D Cone-Beam CT Reconstruction

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33415-3_23 ◽

2012 ◽

pp. 181-188 ◽

Cited By ~ 2

Author(s):

Hua Zhang ◽

Jan-Jakob Sonke

Keyword(s):

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction ◽

Directional Interpolation

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An improved half-covered helical cone-beam CT reconstruction algorithm based on localized reconstruction filter

Journal of X-Ray Science and Technology ◽

10.3233/xst-2011-0294 ◽

2011 ◽

Vol 19 (3) ◽

pp. 293-312 ◽

Cited By ~ 1

Author(s):

Jiqiang Guo ◽

Li Zeng ◽

Xiaobing Zou

Keyword(s):

Cone Beam Ct ◽

Reconstruction Algorithm ◽

Cone Beam ◽

Ct Reconstruction ◽

Reconstruction Filter

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Evaluation of State-of-the-Art Hardware Architectures for Fast Cone-Beam CT Reconstruction

10.1007/978-3-8348-8259-2 ◽

2011 ◽

Cited By ~ 2

Author(s):

Holger Scherl

Keyword(s):

State Of The Art ◽

Cone Beam Ct ◽

Cone Beam ◽

Ct Reconstruction ◽

Hardware Architectures

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