Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network

Single-Shot ${\text{T}}_2$ Mapping Through OverLapping-Echo Detachment (OLED) Planar Imaging

(2017) Congbo Cai et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal

(2017) Xueyang Fu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Motion-tolerant diffusion mapping based on single-shot overlapping-echo detachment (OLED) planar imaging

(2017) Lingceng Ma et al.   MAGNETIC RESONANCE IN MEDICINE

A single-shot T2 mapping protocol based on echo-split gradient-spin-echo acquisition and parametric multiplexed sensitivity encoding based on projection onto convex sets reconstruction

(2017) Mei-Lan Chu et al.   MAGNETIC RESONANCE IN MEDICINE

Learning a variational network for reconstruction of accelerated MRI data

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

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment

(2017) Jeremy Kawahara et al.   NEUROIMAGE

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin

(2017) Mohsen Ghafoorian et al.   NeuroImage-Clinical

q-Space Deep Learning: Twelve-Fold Shorter and Model-Free Diffusion MRI Scans

(2016) Vladimir Golkov et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image Super-Resolution Using Deep Convolutional Networks

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

Accelerated exponential parameterization of T2 relaxation with model-driven low rank and sparsity priors (MORASA)

(2016) Xi Peng et al.   MAGNETIC RESONANCE IN MEDICINE

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Accelerated and motion-robust in vivo T2mapping from radially undersampled data using bloch-simulation-based iterative reconstruction

(2015) Noam Ben-Eliezer et al.   MAGNETIC RESONANCE IN MEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds

(2014) Bo Zhao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Rapid and accurate T2mapping from multi-spin-echo data using Bloch-simulation-based reconstruction

(2014) Noam Ben-Eliezer et al.   MAGNETIC RESONANCE IN MEDICINE

Magnetic resonance fingerprinting

(2013) Dan Ma et al.   NATURE

Practical medical applications of quantitative MR relaxometry

(2012) Hai-Ling Margaret Cheng et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Quantitative T2 Values Predict Time From Symptom Onset in Acute Stroke Patients

(2009) Susanne Siemonsen et al.   STROKE

SPROM – an efficient program for NMR/MRI simulations of inter- and intra-molecular multiple quantum coherences

(2008) Congbo Cai et al.   COMPTES RENDUS PHYSIQUE