Scan-specific robust artificial-neural-networks for k-space interpolation (RAKI) reconstruction: Database-free deep learning for fast imaging

Learning a variational network for reconstruction of accelerated MRI data

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

A parallel MR imaging method using multilayer perceptron

(2017) Kinam Kwon et al.   MEDICAL PHYSICS

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Compressed sensing MRI: a review of the clinical literature

(2015) Oren N Jaspan et al.   BRITISH JOURNAL OF RADIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Sparsity-Promoting Calibration for GRAPPA Accelerated Parallel MRI Reconstruction

(2013) Daniel S. Weller et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Clinical Image Quality Assessment of Accelerated Magnetic Resonance Neuroimaging Using Compressed Sensing

(2013) Samir D. Sharma et al.   INVESTIGATIVE RADIOLOGY

Combined saturation/inversion recovery sequences for improved evaluation of scar and diffuse fibrosis in patients with arrhythmia or heart rate variability

(2013) Sebastian Weingärtner 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

The WU-Minn Human Connectome Project: An overview

(2013) David C. Van Essen et al.   NEUROIMAGE

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

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

Nonlinear GRAPPA: A kernel approach to parallel MRI reconstruction

(2011) Yuchou Chang et al.   MAGNETIC RESONANCE IN MEDICINE

Blipped-controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g-factor penalty

(2011) Kawin Setsompop et al.   MAGNETIC RESONANCE IN MEDICINE

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

Improved radial GRAPPA calibration for real-time free-breathing cardiac imaging

(2010) Nicole Seiberlich et al.   MAGNETIC RESONANCE IN MEDICINE

Compressed sensing reconstruction for magnetic resonance parameter mapping

(2010) Mariya Doneva et al.   MAGNETIC RESONANCE IN MEDICINE

Second order total generalized variation (TGV) for MRI

(2010) Florian Knoll et al.   MAGNETIC RESONANCE IN MEDICINE

Multiband multislice GE-EPI at 7 tesla, with 16-fold acceleration using partial parallel imaging with application to high spatial and temporal whole-brain fMRI

(2010) Steen Moeller et al.   MAGNETIC RESONANCE IN MEDICINE

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