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Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization

NeuroImage (Orlando, Fla.), 2020-09, Vol.218, p.116819-116819, Article 116819

2020

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Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

NeuroImage (Orlando, Fla.), 2021-11, Vol.243, p.118569-118569, Article 118569

2021

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DeepHarmony: A deep learning approach to contrast harmonization across scanner changes

Magnetic resonance imaging, 2019-12, Vol.64, p.160-170

2019

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Longitudinal analysis of regional cerebellum volumes during normal aging

NeuroImage (Orlando, Fla.), 2020-10, Vol.220, p.117062-117062, Article 117062

2020

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Consistent cortical reconstruction and multi-atlas brain segmentation

NeuroImage (Orlando, Fla.), 2016-09, Vol.138, p.197-210

2016

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Structural cerebellar correlates of cognitive and motor dysfunctions in cerebellar degeneration

Brain (London, England : 1878), 2017-03, Vol.140 (3), p.707-720

2017

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Evaluation of sparse-view reconstruction from flat-panel-detector cone-beam CT

Physics in medicine & biology, 2010-11, Vol.55 (22), p.6575-6599

2010

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MR image synthesis by contrast learning on neighborhood ensembles

Medical image analysis, 2015-08, Vol.24 (1), p.63-76

2015

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Structured layer surface segmentation for retina OCT using fully convolutional regression networks

Medical image analysis, 2021-02, Vol.68, p.101856-101856, Article 101856

2021

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Retinal layer segmentation of macular OCT images using boundary classification

Biomedical optics express, 2013-07, Vol.4 (7), p.1133-1152

2013

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Deep learning in optical coherence tomography: Where are the gaps?

Clinical & experimental ophthalmology, 2023-11, Vol.51 (8), p.853-863

2023

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Individual estimates of age at detectable amyloid onset for risk factor assessment

Alzheimer's & dementia, 2016-04, Vol.12 (4), p.373-379

2016

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Magnetic Resonance Image Example-Based Contrast Synthesis

IEEE transactions on medical imaging, 2013-12, Vol.32 (12), p.2348-2363

2013

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Atlas-Based Tongue Muscle Correlation Analysis from Tagged and High-Resolution Magnetic Resonance Imaging

Journal of speech, language, and hearing research, 2019-07, Vol.62 (7), p.2258-2269

2019

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Effects of diffusion weighting schemes on the reproducibility of DTI-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T

NeuroImage (Orlando, Fla.), 2007-07, Vol.36 (4), p.1123-1138

2007

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A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

Proceedings of the IEEE, 2021-05, Vol.109 (5), p.820-838

2021

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Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN

IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.4249-4261

2020

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Analysis of 3-D Tongue Motion from Tagged and Cine Magnetic Resonance Images

Journal of speech, language, and hearing research, 2016-06, Vol.59 (3), p.468-479

2016

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Retinal layer parcellation of optical coherence tomography images: Data resource for multiple sclerosis and healthy controls

Data in brief, 2019-02, Vol.22, p.601-604

2019

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Brain ventricle parcellation using a deep neural network: Application to patients with ventriculomegaly

NeuroImage clinical, 2019-01, Vol.23, p.101871-101871, Article 101871

2019

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Random forest regression for magnetic resonance image synthesis

Medical image analysis, 2017-01, Vol.35, p.475-488

2017

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Autoencoder based self-supervised test-time adaptation for medical image analysis

Medical image analysis, 2021-08, Vol.72, p.102136-102136, Article 102136

2021

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Effect of disease-modifying therapies on subcortical gray matter atrophy in multiple sclerosis

Multiple sclerosis, 2020-03, Vol.26 (3), p.312-321

2020

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Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context

IEEE transactions on image processing, 2015-02, Vol.24 (2), p.757-769

2015

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Analysis of fiber strain in the human tongue during speech

Computer methods in biomechanics and biomedical engineering, 2020-06, Vol.23 (8), p.312-322

2020

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Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

DeepHarmony: A deep learning approach to contrast harmonization across scanner changes

Longitudinal analysis of regional cerebellum volumes during normal aging

Consistent cortical reconstruction and multi-atlas brain segmentation

Structural cerebellar correlates of cognitive and motor dysfunctions in cerebellar degeneration

Evaluation of sparse-view reconstruction from flat-panel-detector cone-beam CT

MR image synthesis by contrast learning on neighborhood ensembles

Structured layer surface segmentation for retina OCT using fully convolutional regression networks

Retinal layer segmentation of macular OCT images using boundary classification

Deep learning in optical coherence tomography: Where are the gaps?

Individual estimates of age at detectable amyloid onset for risk factor assessment

Magnetic Resonance Image Example-Based Contrast Synthesis

Atlas-Based Tongue Muscle Correlation Analysis from Tagged and High-Resolution Magnetic Resonance Imaging

Effects of diffusion weighting schemes on the reproducibility of DTI-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T

A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN

Analysis of 3-D Tongue Motion from Tagged and Cine Magnetic Resonance Images

Retinal layer parcellation of optical coherence tomography images: Data resource for multiple sclerosis and healthy controls

Brain ventricle parcellation using a deep neural network: Application to patients with ventriculomegaly

Random forest regression for magnetic resonance image synthesis

Autoencoder based self-supervised test-time adaptation for medical image analysis

Effect of disease-modifying therapies on subcortical gray matter atrophy in multiple sclerosis

Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context

Analysis of fiber strain in the human tongue during speech

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