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Author: Maxime Descoteaux

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  • All-time downloads: 16,934 (rank: 8,298 out of 508,892)
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    • neuroscience: 16,934 (rank: 321 out of 73,575)

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Preprints

Processing the diffusion-weighted magnetic resonance imaging of the PING dataset

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Tractography dissection variability: what happens when 42 groups dissect 14 white matter bundles on the same dataset?

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Track-To-Learn: A general framework for tractography with deep reinforcement learning

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Tractography-based connectomes are dominated by false-positive connections

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    • In neuroscience: 100 out of 18,544
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    • Site-wide: 29,816 out of 117,931
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Learn to Track: Deep Learning for Tractography

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Fiber tractography using machine learning

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TractoFlow: A robust, efficient and reproducible diffusion MRI pipeline leveraging Nextflow & Singularity

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    • Site-wide: 25,815 out of 117,931

Limits to anatomical accuracy of diffusion tractography using modern approaches

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    • In neuroscience: 1,855 out of 18,544
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    • Site-wide: 55,293 out of 117,931

A population-based atlas of the human pyramidal tract in 410 healthy participants

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    • In neuroscience: 2,484 out of 18,544
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Reducing false positives in tractography with microstructural and anatomical priors

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    • In neuroscience: 2,549 out of 18,544
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Dimensionality Reduction of Diffusion MRI Measures for Improved Tractometry of the Human Brain

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    • Site-wide: 69,852 out of 117,931

Free water in white matter differentiates MCI and AD from control subjects

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    • In neuroscience: 4,257 out of 18,544
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Pandora: 4-D white matter bundle population-based atlases derived from diffusion MRI fiber tractography

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Tractostorm: Rater reproducibility assessment in tractography dissection of the pyramidal tract

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    • In neuroscience: 7,494 out of 18,544
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    • Site-wide: 67,123 out of 117,931

Tractography Reproducibility Challenge with Empirical Data (TraCED): The 2017 ISMRM Diffusion Study Group Challenge

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    • In neuroscience: 9,816 out of 18,544
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    • Site-wide: 100,803 out of 117,931

Diffusion MRI free water is a sensitive marker of age-related changes in the cingulum

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    • In neuroscience: 11,720 out of 18,544
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    • Site-wide: 27,056 out of 117,931

Structural abnormalities in thalamo-prefrontal tracks revealed by high angular resolution diffusion imaging predict working memory scores in concussed children

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    • In neuroscience: 12,673 out of 18,544
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    • Site-wide: 99,300 out of 117,931
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    • Site-wide: None out of 117,931

Bundle-specific fornix reconstruction for dual-tracer PET-tractometry

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    • In neuroscience: 13,105 out of 18,544
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    • Site-wide: 95,157 out of 117,931

Surface-Based Connectivity Integration

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    • In neuroscience: 14,278 out of 18,544
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    • Site-wide: 24,289 out of 117,931

Bundle-specific associations between white matter microstructure and Aβ and tau pathology at their connecting cortical endpoints in older adults at risk of Alzheimer’s disease

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    • In neuroscience: 15,830 out of 18,544
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    • Site-wide: 57,582 out of 117,931
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    • Site-wide: 43,068 out of 117,931

TractoFlow-ABS (Atlas-Based Segmentation)

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    • In neuroscience: 17,685 out of 18,544
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    • Site-wide: 88,697 out of 117,931

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