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Differentiation of white matter histopathology using b-tensor encoding and machine learning

PloS one, 2023-06, Vol.18 (6), p.e0282549-e0282549

2023

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Histological and diffusion-weighted magnetic resonance imaging data from normal and degenerated optic nerve and chiasm of the rat

Data in brief, 2019-10, Vol.26, p.104399-104399, Article 104399

2019

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Histological validation of per-bundle water diffusion metrics within a region of fiber crossing following axonal degeneration

NeuroImage (Orlando, Fla.), 2019-11, Vol.201, p.116013-116013, Article 116013

2019

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Quantitative evaluation of 10 tractography algorithms on a realistic diffusion MR phantom

NeuroImage (Orlando, Fla.), 2011-05, Vol.56 (1), p.220-234

2011

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Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury

Scientific reports, 2023-02, Vol.13 (1), p.2219-17, Article 2219

2023

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A hierarchical algorithm for molecular similarity (H-FORMS)

Journal of computational chemistry, 2015-07, Vol.36 (19), p.1456-1466

2015

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Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI

IEEE transactions on medical imaging, 2014-02, Vol.33 (2), p.384-399

2014

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Repeat it without me: Crowdsourcing the T1 mapping common ground via the ISMRM reproducibility challenge

Magnetic resonance in medicine, 2024-09, Vol.92 (3), p.1115-1127

2024

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Repeat it without me: Crowdsourcing the T 1 mapping common ground via the ISMRM reproducibility challenge

Magnetic resonance in medicine, 2024-09, Vol.92 (3), p.1115-1127

2024

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Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the Substrate Complexity and Parameter Choice on the Reproducibility of Results

Frontiers in neuroinformatics, 2020-03, Vol.14, p.8-8

2020

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Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia

Frontiers in neurology, 2023-05, Vol.14, p.1124282-1124282

2023

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A computational method for the covariance matrix associated with extracellular diffusivity on disordered models of cylindrical brain axons

Mathematical biosciences and engineering : MBE, 2021-01, Vol.18 (5), p.4961-4970

2021

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Diffusion MRI microstructure models with in vivo human brain Connectome data: results from a multi‐group comparison

NMR in biomedicine, 2017-09, Vol.30 (9), p.Article no e3734-n/a

2017

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A community-based topological distance for brain-connectome classification

Journal of complex networks, 2020-08, Vol.8 (4)

2020

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Resolving axon fiber crossings at clinical b-values: An evaluation study

Medical physics (Lancaster), 2011-09, Vol.38 (9), p.5239-5253

2011

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Basis Tensor Decomposition for Restoring Intra-Voxel Structure and Stochastic Walks for Inferring Brain Connectivity in DT-MRI

International journal of computer vision, 2006-08, Vol.69 (1), p.77-92

2006

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Variational Multi-Valued Velocity Field Estimation for Transparent Sequences

Journal of mathematical imaging and vision, 2011-07, Vol.40 (3), p.285-304

2011

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Sparse and Adaptive Diffusion Dictionary (SADD) for recovering intra-voxel white matter structure

Medical image analysis, 2015-12, Vol.26 (1), p.243-255

2015

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Diffusion Basis Functions Decomposition for Estimating White Matter Intravoxel Fiber Geometry

IEEE transactions on medical imaging, 2007-08, Vol.26 (8), p.1091-1102

2007

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Massive Particles for Brain Tractography

Advances in Artificial Intelligence, p.446-457

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A flocking based method for brain tractography

Medical image analysis, 2014-04, Vol.18 (3), p.515-530

2014

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Maximum smoothness consistent unwrapping of n-dimensional phase fields

Optics and lasers in engineering, 2020-07, Vol.130, p.106087, Article 106087

2020

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Estimation of individual axon bundle properties by a Multi-Resolution Discrete-Search method

Medical image analysis, 2017-12, Vol.42, p.26-43

2017

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Single and Multi Diffusion-Tensor Based Kernels for Anisotropic Filtering of Brain DW-MR Images

2010 IEEE Electronics, Robotics and Automotive Mechanics Conference, 2010, p.399-404

2010

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Improved Diffusion Basis Functions Fitting and Metric Distance for Brain Axon Fiber Estimation

Advances in Image and Video Technology, p.36-47

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Differentiation of white matter histopathology using b-tensor encoding and machine learning

Histological and diffusion-weighted magnetic resonance imaging data from normal and degenerated optic nerve and chiasm of the rat

Histological validation of per-bundle water diffusion metrics within a region of fiber crossing following axonal degeneration

Quantitative evaluation of 10 tractography algorithms on a realistic diffusion MR phantom

Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury

A hierarchical algorithm for molecular similarity (H-FORMS)

Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI

Repeat it without me: Crowdsourcing the T1 mapping common ground via the ISMRM reproducibility challenge

Repeat it without me: Crowdsourcing the T 1 mapping common ground via the ISMRM reproducibility challenge

Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the Substrate Complexity and Parameter Choice on the Reproducibility of Results

Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia

A computational method for the covariance matrix associated with extracellular diffusivity on disordered models of cylindrical brain axons

Diffusion MRI microstructure models with in vivo human brain Connectome data: results from a multi‐group comparison

A community-based topological distance for brain-connectome classification

Resolving axon fiber crossings at clinical b-values: An evaluation study

Basis Tensor Decomposition for Restoring Intra-Voxel Structure and Stochastic Walks for Inferring Brain Connectivity in DT-MRI

Variational Multi-Valued Velocity Field Estimation for Transparent Sequences

Sparse and Adaptive Diffusion Dictionary (SADD) for recovering intra-voxel white matter structure

Diffusion Basis Functions Decomposition for Estimating White Matter Intravoxel Fiber Geometry

Massive Particles for Brain Tractography

A flocking based method for brain tractography

Maximum smoothness consistent unwrapping of n-dimensional phase fields

Estimation of individual axon bundle properties by a Multi-Resolution Discrete-Search method

Single and Multi Diffusion-Tensor Based Kernels for Anisotropic Filtering of Brain DW-MR Images

Improved Diffusion Basis Functions Fitting and Metric Distance for Brain Axon Fiber Estimation

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