Image reconstruction by domain-transform manifold learning

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Learning a variational network for reconstruction of accelerated MRI data

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

Maximum Likelihood Reconstruction for Magnetic Resonance Fingerprinting

(2016) Bo Zhao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MGH–USC Human Connectome Project datasets with ultra-high b-value diffusion MRI

(2016) Qiuyun Fan et al.   NEUROIMAGE

Sparse representations and convex optimization as tools for LOFAR radio interferometric imaging

(2015) J.N. Girard et al.   Journal of Instrumentation

Mean square optimal NUFFT approximation for efficient non-Cartesian MRI reconstruction

(2014) Zhili Yang et al.   JOURNAL OF MAGNETIC RESONANCE

An SPM8-Based Approach for Attenuation Correction Combining Segmentation and Nonrigid Template Formation: Application to Simultaneous PET/MR Brain Imaging

(2014) D. Izquierdo-Garcia et al.   JOURNAL OF NUCLEAR MEDICINE

Fast reconstruction for multichannel compressed sensing using a hierarchically semiseparable solver

(2014) Stephen F. Cauley et al.   MAGNETIC RESONANCE IN MEDICINE

Superfast and Stable Structured Solvers for Toeplitz Least Squares via Randomized Sampling

(2014) Yuanzhe Xi et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Fast Tomographic Reconstruction From Limited Data Using Artificial Neural Networks

(2013) Daniel Maria Pelt et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Augmented Lagrangian with Variable Splitting for Faster Non-Cartesian ${\rm L}_{1}$-SPIRiT MR Image Reconstruction

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

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Simple method for MR gradient system characterization and k-space trajectory estimation

(2011) Nii Okai Addy et al.   MAGNETIC RESONANCE IN MEDICINE

Direct measurement of magnetic field gradient waveforms

(2010) Hui Han et al.   CONCEPTS IN MAGNETIC RESONANCE PART A

Fast Model-Based X-Ray CT Reconstruction Using Spatially Nonhomogeneous ICD Optimization

(2010) Zhou Yu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Visual perceptual learning

(2010) Zhong-Lin Lu et al.   NEUROBIOLOGY OF LEARNING AND MEMORY

Rapid Volumetric OCT Image Acquisition Using Compressive Sampling

(2010) Evgeniy Lebed et al.   OPTICS EXPRESS

Sparse Representation for Computer Vision and Pattern Recognition

(2010) John Wright et al.   PROCEEDINGS OF THE IEEE

Fast algorithms for hierarchically semiseparable matrices

(2009) Jianlin Xia et al.   NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS

Radiation Dose Reduction in Chest CT: A Review

(2008) Takeshi Kubo et al.   AMERICAN JOURNAL OF ROENTGENOLOGY