Efficient directionality-driven dictionary learning for compressive sensing magnetic resonance imaging reconstruction

Anupama Arun; Thomas James Thomas; J. Sheeba Rani; R. K. Sai Subrahmanyam Gorthi

doi:10.1117/1.jmi.7.1.014002

Efficient directionality-driven dictionary learning for compressive sensing magnetic resonance imaging reconstruction

Journal of Medical Imaging ◽

10.1117/1.jmi.7.1.014002 ◽

2020 ◽

Vol 7 (01) ◽

pp. 1

Author(s):

Anupama Arun ◽

Thomas James Thomas ◽

J. Sheeba Rani ◽

R. K. Sai Subrahmanyam Gorthi

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Compressive Sensing ◽

Dictionary Learning ◽

Resonance Imaging ◽

Imaging Reconstruction

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Compressive sensing magnetic resonance imaging reconstruction based on nonlocal autoregressive modeling

Tenth International Conference on Digital Image Processing (ICDIP 2018) ◽

10.1117/12.2503050 ◽

2018 ◽

Author(s):

Xi Wu ◽

Wei Xu ◽

Jin Wang ◽

Qing Zhu

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Compressive Sensing ◽

Autoregressive Modeling ◽

Resonance Imaging ◽

Imaging Reconstruction

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Coherence Analysis of Compressive Sensing Based Magnetic Resonance Imaging Reconstruction

2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA) ◽

10.1109/dicta.2016.7797021 ◽

2016 ◽

Author(s):

Kai Zhu ◽

Cishen Zhang ◽

Jingxin Zhang

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Compressive Sensing ◽

Coherence Analysis ◽

Resonance Imaging ◽

Imaging Reconstruction

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Evaluation of Different Types of Filters in Magnetic Resonance Imaging Using Compressive Sensing with Pre-Filtering

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8513618 ◽

2018 ◽

Author(s):

Jonathan Lima ◽

Cristiano Miosso ◽

Mylene Farias ◽

Ricardo von Borries

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Compressive Sensing ◽

Resonance Imaging ◽

Different Types

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A Novel 4-Dimensional Magnetic Resonance Imaging Reconstruction Method Based on Probability-Driven Sorting

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2016.06.2369 ◽

2016 ◽

Vol 96 (2) ◽

pp. E695

Author(s):

X. Liang ◽

Y. Liu ◽

F.F. Yin ◽

J. Cai

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Reconstruction Method ◽

Resonance Imaging ◽

Imaging Reconstruction

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Anatomic and Morphological Evaluation of the Quadriceps Tendon Using 3-Dimensional Magnetic Resonance Imaging Reconstruction

The American Journal of Sports Medicine ◽

10.1177/0363546513496626 ◽

2013 ◽

Vol 41 (10) ◽

pp. 2392-2399 ◽

Cited By ~ 45

Author(s):

John W. Xerogeanes ◽

Phillip M. Mitchell ◽

Peter A. Karasev ◽

Ivan A. Kolesov ◽

Spencer E. Romine

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Quadriceps Tendon ◽

Resonance Imaging ◽

3 Dimensional ◽

Morphological Evaluation ◽

Imaging Reconstruction

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Phase-Constrained Parallel Magnetic Resonance Imaging Reconstruction Based on Low-Rank Matrix Completion

IEEE Access ◽

10.1109/access.2017.2780921 ◽

2018 ◽

Vol 6 ◽

pp. 4941-4954 ◽

Cited By ~ 1

Author(s):

Longyu Jiang ◽

Runguo He ◽

Jie Liu ◽

Yang Chen ◽

Jiasong Wu ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Matrix Completion ◽

Low Rank ◽

Resonance Imaging ◽

Parallel Magnetic Resonance Imaging ◽

Rank Matrix ◽

Imaging Reconstruction ◽

Low Rank Matrix Completion ◽

Low Rank Matrix

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Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46630-9_12 ◽

2016 ◽

pp. 118-126 ◽

Cited By ~ 6

Author(s):

Yawen Huang ◽

Leandro Beltrachini ◽

Ling Shao ◽

Alejandro F. Frangi

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Dictionary Learning ◽

Image Synthesis ◽

Resonance Imaging

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Multiscale U-net-based accelerated magnetic resonance imaging reconstruction

Signal Image and Video Processing ◽

10.1007/s11760-021-02030-0 ◽

2021 ◽

Author(s):

Nikhil Dhengre ◽

Saugata Sinha

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Resonance Imaging ◽

Imaging Reconstruction

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Improving Parallel Magnetic Resonance Imaging Reconstruction Using Nonlinear Time Series Analysis

Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-15-3863-6_7 ◽

2020 ◽

pp. 53-60

Author(s):

Xiaoyan Wang ◽

Zhengzhou An ◽

Jing Zhou ◽

Yuchou Chang

Keyword(s):

Magnetic Resonance Imaging ◽

Time Series ◽

Magnetic Resonance ◽

Time Series Analysis ◽

Nonlinear Time Series ◽

Nonlinear Time Series Analysis ◽

Resonance Imaging ◽

Parallel Magnetic Resonance Imaging ◽

Series Analysis ◽

Imaging Reconstruction

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Real Time Dynamic Magnetic Resonance Imaging Via Dictionary Learning and Combined Fourier Transform

IEEE Access ◽

10.1109/access.2019.2948017 ◽

2019 ◽

Vol 7 ◽

pp. 150924-150935

Author(s):

Yang Wang ◽

Ning Cao ◽

Yueli Cui ◽

Qiang Zhou

Keyword(s):

Magnetic Resonance Imaging ◽

Fourier Transform ◽

Magnetic Resonance ◽

Real Time ◽

Dictionary Learning ◽

Dynamic Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Time Dynamic ◽

Dynamic Magnetic Resonance

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