Compressed Sensing Dynamic MRI Reconstruction Using GPU-accelerated 3D Convolutional Sparse Coding

Lecture Notes in Computer Science - Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 ◽

10.1007/978-3-319-46726-9_56 ◽

2016 ◽

pp. 484-492 ◽

Author(s):

Tran Minh Quan ◽

Won-Ki Jeong

Keyword(s):

Compressed Sensing ◽

Sparse Coding ◽

Dynamic Mri ◽

Mri Reconstruction

Download Full-text

Compressed sensing dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding with elastic net regularization

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363586 ◽

2018 ◽

Author(s):

Thanh Nguyen-Duc ◽

Won-Ki Jeong

Keyword(s):

Compressed Sensing ◽

Sparse Coding ◽

Dynamic Mri ◽

Elastic Net ◽

Multi Scale ◽

Elastic Net Regularization ◽

Mri Reconstruction

Download Full-text

Morphological component analysis based compressed sensing technique on dynamic MRI reconstruction

2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb.2016.7846881 ◽

2016 ◽

Author(s):

Lei Yin ◽

Ivan Selesnick

Keyword(s):

Compressed Sensing ◽

Dynamic Mri ◽

Component Analysis ◽

Morphological Component Analysis ◽

Morphological Component ◽

Mri Reconstruction

Download Full-text

Real-Time Dynamic MRI Reconstruction: Accelerating Compressed Sensing on Graphical Processor Unit

Modelling and Simulation / 804: Signal and Image Processing ◽

10.2316/p.2013.804-050 ◽

2013 ◽

Author(s):

Ankita Shukla ◽

Angshul Majumdar ◽

Rabab Ward

Keyword(s):

Compressed Sensing ◽

Real Time ◽

Dynamic Mri ◽

Time Dynamic ◽

Mri Reconstruction ◽

Processor Unit ◽

Graphical Processor

Download Full-text

k-t CSPI: A dynamic MRI reconstruction framework for combining compressed sensing and parallel imaging

2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2012.6235571 ◽

2012 ◽

Author(s):

Yihang Zhou ◽

Yuchou Chang ◽

Dong Liang ◽

Leslie Ying

Keyword(s):

Compressed Sensing ◽

Parallel Imaging ◽

Dynamic Mri ◽

Mri Reconstruction

Download Full-text

A motion compensating prior for dynamic MRI reconstruction using combination of compressed sensing and parallel imaging

2011 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb.2011.6120105 ◽

2011 ◽

Author(s):

Cagdas Bilen ◽

Ivan Selesnick ◽

Yao Wang ◽

Ricardo Otazo ◽

Daniel K. Sodickson

Keyword(s):

Compressed Sensing ◽

Parallel Imaging ◽

Dynamic Mri ◽

Mri Reconstruction

Download Full-text

Compressed Sensing Based Real-Time Dynamic MRI Reconstruction

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2012.2215921 ◽

2012 ◽

Vol 31 (12) ◽

pp. 2253-2266 ◽

Author(s):

Angshul Majumdar ◽

Rabab K. Ward ◽

Tyseer Aboulnasr

Keyword(s):

Compressed Sensing ◽

Real Time ◽

Dynamic Mri ◽

Time Dynamic ◽

Mri Reconstruction

Download Full-text

Improving synthesis and analysis prior blind compressed sensing with low-rank constraints for dynamic MRI reconstruction

Magnetic Resonance Imaging ◽

10.1016/j.mri.2014.08.031 ◽

2015 ◽

Vol 33 (1) ◽

pp. 174-179 ◽

Author(s):

Angshul Majumdar

Keyword(s):

Compressed Sensing ◽

Dynamic Mri ◽

Low Rank ◽

Mri Reconstruction ◽

Rank Constraints

Download Full-text

Learning space-time dictionaries for blind compressed sensing dynamic MRI reconstruction

2015 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2015.7351668 ◽

2015 ◽

Author(s):

Angshul Majumdar ◽

Rabab Ward

Keyword(s):

Compressed Sensing ◽

Dynamic Mri ◽

Learning Space ◽

Mri Reconstruction

Download Full-text

Dynamic MRI reconstruction exploiting blind compressed sensing combined transform learning regularization

Neurocomputing ◽

10.1016/j.neucom.2018.12.087 ◽

2020 ◽

Vol 392 ◽

pp. 160-167 ◽

Author(s):

Ning He ◽

Ruolin Wang ◽

Yixue Wang

Keyword(s):

Compressed Sensing ◽

Dynamic Mri ◽

Mri Reconstruction

Download Full-text

Frequency-splitting dynamic MRI reconstruction using multi-scale 3D convolutional sparse coding and automatic parameter selection

Medical Image Analysis ◽

10.1016/j.media.2019.02.001 ◽

2019 ◽

Vol 53 ◽

pp. 179-196 ◽

Author(s):

Thanh Nguyen-Duc ◽

Tran Minh Quan ◽

Won-Ki Jeong

Keyword(s):

Sparse Coding ◽

Dynamic Mri ◽

Parameter Selection ◽

Frequency Splitting ◽

Multi Scale ◽

Mri Reconstruction

Download Full-text