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Artificial Intelligence for MR Image Reconstruction: An Overview for Clinicians

Journal of magnetic resonance imaging, 2021-04, Vol.53 (4), p.1015-1028

2021

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COVID-19-associated Diffuse Leukoencephalopathy and Microhemorrhages

Radiology, 2020-10, Vol.297 (1), p.E223-E227

2020

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Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

IEEE transactions on medical imaging, 2021-09, Vol.40 (9), p.2306-2317

2021

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Author Correction: Deep learning with diffusion MRI as in vivo microscope reveals sex-related differences in human white matter microstructure

Scientific reports, 2024-08, Vol.14 (1), p.18065-2, Article 18065

2024

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Deep learning with diffusion MRI as in vivo microscope reveals sex-related differences in human white matter microstructure

Scientific reports, 2024-05, Vol.14 (1), p.9835-11, Article 9835

2024

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Mild traumatic brain injury: longitudinal regional brain volume changes

Radiology, 2013-06, Vol.267 (3), p.880

2013

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Training a neural network for Gibbs and noise removal in diffusion MRI

Magnetic resonance in medicine, 2021-01, Vol.85 (1), p.413-428

2021

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An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

NPJ digital medicine, 2021-05, Vol.4 (1), p.80-80, Article 80

2021

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Accelerated MRI reconstructions via variational network and feature domain learning

Scientific reports, 2024-05, Vol.14 (1), p.10991-10991, Article 10991

2024

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Effect of intravoxel incoherent motion on diffusion parameters in normal brain

NeuroImage (Orlando, Fla.), 2020-01, Vol.204, p.116228-116228, Article 116228

2020

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Imaging of stroke: Part 1, Perfusion CT--overview of imaging technique, interpretation pearls, and common pitfalls

American journal of roentgenology (1976), 2012-01, Vol.198 (1), p.52

2012

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Classification algorithms using multiple MRI features in mild traumatic brain injury

Neurology, 2014-09, Vol.83 (14), p.1235

2014

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fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data

Scientific data, 2022-04, Vol.9 (1), p.152-6, Article 152

2022

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Identifying relevant diffusion MRI microstructure biomarkers relating to exposure to repeated head impacts in contact sport athletes

The neuroradiology journal, 2023-12, Vol.36 (6), p.693-701

2023

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FastMRI Prostate: A public, biparametric MRI dataset to advance machine learning for prostate cancer imaging

Scientific data, 2024-04, Vol.11 (1), p.404-404, Article 404

2024

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Diffuse axonal injury in mild traumatic brain injury: a 3D multivoxel proton MR spectroscopy study

Journal of neurology, 2013-01, Vol.260 (1), p.242-252

2013

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Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women

PloS one, 2016-05, Vol.11 (5), p.e0154858-e0154858

2016

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Fungal Sinusitis

Neuroimaging clinics of North America, 2015-11, Vol.25 (4), p.569-576

2015

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Generalized Recurrent Neural Network accommodating Dynamic Causal Modeling for functional MRI analysis

NeuroImage (Orlando, Fla.), 2018-09, Vol.178, p.385-402

2018

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The deep route to low-field MRI with high potential

Nature (London), 2023-11, Vol.623 (7988), p.700-701

2023

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Resolution enhancement, noise suppression, and joint T2 decay estimation in dual‐echo sodium‐23 MR imaging using anatomically guided reconstruction

Magnetic resonance in medicine, 2024-04, Vol.91 (4), p.1404-1418

2024

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Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study

American journal of roentgenology (1976), 2020-12, Vol.215 (6), p.1421

2020

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Default-mode network disruption in mild traumatic brain injury

Radiology, 2012-12, Vol.265 (3), p.882

2012

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Deep multi-task learning and random forest for series classification by pulse sequence type and orientation

Neuroradiology, 2023-01, Vol.65 (1), p.77-87

2023

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MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features

IEEE transactions on medical imaging, 2019-11, Vol.38 (11), p.2545-2555

2019

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Artificial Intelligence for MR Image Reconstruction: An Overview for Clinicians

COVID-19-associated Diffuse Leukoencephalopathy and Microhemorrhages

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

Author Correction: Deep learning with diffusion MRI as in vivo microscope reveals sex-related differences in human white matter microstructure

Deep learning with diffusion MRI as in vivo microscope reveals sex-related differences in human white matter microstructure

Mild traumatic brain injury: longitudinal regional brain volume changes

Training a neural network for Gibbs and noise removal in diffusion MRI

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

Accelerated MRI reconstructions via variational network and feature domain learning

Effect of intravoxel incoherent motion on diffusion parameters in normal brain

Imaging of stroke: Part 1, Perfusion CT--overview of imaging technique, interpretation pearls, and common pitfalls

Classification algorithms using multiple MRI features in mild traumatic brain injury

fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data

Identifying relevant diffusion MRI microstructure biomarkers relating to exposure to repeated head impacts in contact sport athletes

FastMRI Prostate: A public, biparametric MRI dataset to advance machine learning for prostate cancer imaging

Diffuse axonal injury in mild traumatic brain injury: a 3D multivoxel proton MR spectroscopy study

Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women

Fungal Sinusitis

Generalized Recurrent Neural Network accommodating Dynamic Causal Modeling for functional MRI analysis

The deep route to low-field MRI with high potential

Resolution enhancement, noise suppression, and joint T2 decay estimation in dual‐echo sodium‐23 MR imaging using anatomically guided reconstruction

Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study

Default-mode network disruption in mild traumatic brain injury

Deep multi-task learning and random forest for series classification by pulse sequence type and orientation

MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features

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