Improving the Quality of Synthetic FLAIR Images with Deep Learning Using a Conditional Generative Adversarial Network for Pixel-by-Pixel Image Translation

Deep learning with convolutional neural network in radiology

(2018) Koichiro Yasaka et al.   JAPANESE JOURNAL OF RADIOLOGY

MR fingerprinting Deep RecOnstruction NEtwork (DRONE)

(2018) Ouri Cohen et al.   MAGNETIC RESONANCE IN MEDICINE

Improving resolution of MR images with an adversarial network incorporating images with different contrast

(2018) Ki Hwan Kim et al.   MEDICAL PHYSICS

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

(2018) Yan Wang et al.   NEUROIMAGE

Deep learning with convolutional neural network in radiology

(2018) Koichiro Yasaka et al.   Japanese Journal of Radiology

Linearity, Bias, Intrascanner Repeatability, and Interscanner Reproducibility of Quantitative Multidynamic Multiecho Sequence for Rapid Simultaneous Relaxometry at 3 T

(2018) Akifumi Hagiwara et al.   INVESTIGATIVE RADIOLOGY

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

(2017) Jelmer M. Wolterink et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SyMRI of the Brain

(2017) Akifumi Hagiwara et al.   INVESTIGATIVE RADIOLOGY

Deep neural network-based computer-assisted detection of cerebral aneurysms in MR angiography

(2017) Takahiro Nakao et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

MRI FLAIR lesion segmentation in multiple sclerosis: Does automated segmentation hold up with manual annotation?

(2017) Christine Egger et al.   NeuroImage-Clinical

Synthetic MRI in the Detection of Multiple Sclerosis Plaques

(2016) A. Hagiwara et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Clinical Feasibility of Synthetic MRI in Multiple Sclerosis: A Diagnostic and Volumetric Validation Study

(2016) T. Granberg et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Accuracy and reproducibility of a quantitative magnetic resonance imaging method for concurrent measurements of tissue relaxation times and proton density

(2015) Wolfgang Krauss et al.   MAGNETIC RESONANCE IMAGING

Synthetic Mri of the Brain in a Clinical Setting

(2012) I Blystad et al.   ACTA RADIOLOGICA

Evaluation of Automatic Measurement of the Intracranial Volume Based on Quantitative MR Imaging

(2012) K. Ambarki et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Diagnostic criteria for multiple sclerosis: 2010 Revisions to the McDonald criteria

(2011) Chris H. Polman et al.   ANNALS OF NEUROLOGY

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

An automated tool for detection of FLAIR-hyperintense white-matter lesions in Multiple Sclerosis

(2011) Paul Schmidt et al.   NEUROIMAGE

Synthetic Magnetic Resonance Imaging Revisited

(2010) R. Maitra et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Rapid magnetic resonance quantification on the brain: Optimization for clinical usage

(2008) J.B.M. Warntjes et al.   MAGNETIC RESONANCE IN MEDICINE