PIC-GAN: A Parallel Imaging Coupled Generative Adversarial Network for Accelerated Multi-Channel MRI Reconstruction

DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution

(2020) Shanshan Wang et al.   MAGNETIC RESONANCE IMAGING

Correction of out-of-FOV motion artifacts using convolutional neural network

(2020) Chengyan Wang et al.   MAGNETIC RESONANCE IMAGING

SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

(2020) Zhenmou Yuan et al.   Frontiers in Neuroinformatics

Parallel Imaging and Convolutional Neural Network Combined Fast MR Image Reconstruction: Applications in Low‐Latency Accelerated Real‐Time Imaging

(2019) Ziwu Zhou et al.   MEDICAL PHYSICS

Self-attention convolutional neural network for improved MR image reconstruction

(2019) Yan Wu et al.   INFORMATION SCIENCES

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

(2018) Guang Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Compressed Sensing MRI Reconstruction Using a Generative Adversarial Network With a Cyclic Loss

(2018) Tran Minh Quan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

(2018) Jo Schlemper et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Reconstruction of undersampled radial free-breathing 3D abdominal MRI using stacked convolutional auto-encoders

(2018) Jun Lv et al.   MEDICAL PHYSICS

Learning a variational network for reconstruction of accelerated MRI data

(2017) Kerstin Hammernik et al.   MAGNETIC RESONANCE IN MEDICINE

Recent advances in parallel imaging for MRI

(2017) Jesse Hamilton et al.   PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY

Decoupled Algorithm for MRI Reconstruction Using Nonlocal Block Matching Model: BM3D-MRI

(2016) Ender M. Eksioglu   JOURNAL OF MATHEMATICAL IMAGING AND VISION

P-LORAKS: Low-rank modeling of local k-space neighborhoods with parallel imaging data

(2015) Justin P. Haldar et al.   MAGNETIC RESONANCE IN MEDICINE

Golden-angle radial sparse parallel MRI: Combination of compressed sensing, parallel imaging, and golden-angle radial sampling for fast and flexible dynamic volumetric MRI

(2013) Li Feng et al.   MAGNETIC RESONANCE IN MEDICINE

Calibrationless parallel imaging reconstruction based on structured low-rank matrix completion

(2013) Peter J. Shin et al.   MAGNETIC RESONANCE IN MEDICINE

ESPIRiT-an eigenvalue approach to autocalibrating parallel MRI: Where SENSE meets GRAPPA

(2013) Martin Uecker et al.   MAGNETIC RESONANCE IN MEDICINE

Accelerated isotropic sub-millimeter whole-heart coronary MRI: Compressed sensing versus parallel imaging

(2013) Mehmet Akçakaya et al.   MAGNETIC RESONANCE IN MEDICINE

Parallel MR imaging

(2012) Anagha Deshmane et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Accelerated Dynamic MRI Exploiting Sparsity and Low-Rank Structure: k-t SLR

(2011) Sajan Goud Lingala et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Low-dimensional-structure self-learning and thresholding: Regularization beyond compressed sensing for MRI Reconstruction

(2011) Mehmet Akçakaya et al.   MAGNETIC RESONANCE IN MEDICINE

MR Image Reconstruction From Highly Undersampled k-Space Data by Dictionary Learning

(2010) Saiprasad Ravishankar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SPIRiT: Iterative self-consistent parallel imaging reconstruction from arbitrary k-space

(2010) Michael Lustig et al.   MAGNETIC RESONANCE IN MEDICINE

A Practical Acceleration Algorithm for Real-Time Imaging

(2009) U. Sumbul et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Comprehensive quantification of signal-to-noise ratio andg-factor for image-based andk-space-based parallel imaging reconstructions

(2008) Philip M. Robson et al.   MAGNETIC RESONANCE IN MEDICINE

k-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI

(2008) Hong Jung et al.   MAGNETIC RESONANCE IN MEDICINE