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Exploration of machine learning techniques in predicting multiple sclerosis disease course

PloS one, 2017-04, Vol.12 (4), p.e0174866-e0174866

2017

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Disconnection mechanism and regional cortical atrophy contribute to impaired processing of facial expressions and theory of mind in multiple sclerosis: a structural MRI study

PloS one, 2013-12, Vol.8 (12), p.e82422-e82422

2013

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Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

Nature communications, 2021-04, Vol.12 (1), p.2078-2078, Article 2078

2021

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Spatial Distribution of White-Matter Hyperintensities in Alzheimer Disease, Cerebral Amyloid Angiopathy, and Healthy Aging

Stroke (1970), 2008-04, Vol.39 (4), p.1127-1133

2008

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A Sensitive and Automatic White Matter Fiber Tracts Model for Longitudinal Analysis of Diffusion Tensor Images in Multiple Sclerosis

PloS one, 2016-05, Vol.11 (5), p.e0156405-e0156405

2016

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MRI in multiple sclerosis: current status and future prospects

Lancet neurology, 2008-07, Vol.7 (7), p.615-625

2008

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Multi-contrast, isotropic, single-slab 3D MR imaging in multiple sclerosis

European radiology, 2008-10, Vol.18 (10), p.2311-2320

2008

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Cardiovascular risk factors and small vessel disease of the brain: Blood pressure, white matter lesions, and functional decline in older persons

Journal of Cerebral Blood Flow & Metabolism, 2016-01, Vol.36 (1), p.132-142

2016

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New Enhancing MRI Lesions Associate with IL-17, Neutrophil Degranulation and Integrin Microparticles: Multi-Omics Combined with Frequent MRI in Multiple Sclerosis

Biomedicines, 2023-11, Vol.11 (12), p.3170

2023

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Brain regional lesion burden and impaired mobility in the elderly

Neurobiology of aging, 2011-04, Vol.32 (4), p.646-654

2011

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Average Daily Blood Pressure, Not Office Blood Pressure, Is Associated With Progression of Cerebrovascular Disease and Cognitive Decline in Older People

Circulation (New York, N.Y.), 2011-11, Vol.124 (21), p.2312-2319

2011

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Brain anatomical correlates of fatigue in multiple sclerosis

Multiple Sclerosis Journal, 2020-06, Vol.26 (7), p.751-764

2020

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Human gray matter: feasibility of single-slab 3D double inversion-recovery high-spatial-resolution MR imaging

Radiology, 2006-12, Vol.241 (3), p.873-879

2006

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Perivascular Unit: This Must Be the Place. The Anatomical Crossroad Between the Immune, Vascular and Nervous System

Frontiers in neuroanatomy, 2020-04, Vol.14, p.17-17

2020

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Cognitive profile and brain morphological changes in obstructive sleep apnea

NeuroImage (Orlando, Fla.), 2011-01, Vol.54 (2), p.787-793

2011

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Multiple sclerosis lesions that impair memory map to a connected memory circuit

Journal of neurology, 2023-11, Vol.270 (11), p.5211-5222

2023

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Longitudinal microstructural changes of cerebral white matter and their association with mobility performance in older persons

PloS one, 2018-03, Vol.13 (3), p.e0194051-e0194051

2018

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Neurovascular coupling is impaired in slow walkers: The MOBILIZE Boston Study

Annals of neurology, 2011-08, Vol.70 (2), p.213-220

2011

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Fronto‐striatal damage may contribute to resistance to fatigue‐lowering medications in multiple sclerosis

Journal of neuroimaging, 2023-03, Vol.33 (2), p.269-278

2023

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A putative Alzheimer's disease risk allele in PCK1 influences brain atrophy in multiple sclerosis

PloS one, 2010-11, Vol.5 (11), p.e14169-e14169

2010

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Editorial: Enlarged perivascular spaces: etiology and significance

Frontiers in neuroscience, 2023, Vol.17, p.1321691-1321691

2023

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Diagnostic performance of computed tomography features in detecting oropharyngeal squamous cell carcinoma extranodal extension

European radiology, 2023-05, Vol.33 (5), p.3693-3703

2023

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Serum NfL but not GFAP predicts cognitive decline in active progressive multiple sclerosis patients

Multiple sclerosis, 2023-02, Vol.29 (2), p.206-211

2023

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Microstructural fronto-striatal and temporo-insular alterations are associated with fatigue in patients with multiple sclerosis independent of white matter lesion load and depression

Multiple sclerosis, 2020-11, Vol.26 (13), p.1708-1718

2020

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Exploration of machine learning techniques in predicting multiple sclerosis disease course

Disconnection mechanism and regional cortical atrophy contribute to impaired processing of facial expressions and theory of mind in multiple sclerosis: a structural MRI study

Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

Spatial Distribution of White-Matter Hyperintensities in Alzheimer Disease, Cerebral Amyloid Angiopathy, and Healthy Aging

A Sensitive and Automatic White Matter Fiber Tracts Model for Longitudinal Analysis of Diffusion Tensor Images in Multiple Sclerosis

MRI in multiple sclerosis: current status and future prospects

Multi-contrast, isotropic, single-slab 3D MR imaging in multiple sclerosis

Cardiovascular risk factors and small vessel disease of the brain: Blood pressure, white matter lesions, and functional decline in older persons

New Enhancing MRI Lesions Associate with IL-17, Neutrophil Degranulation and Integrin Microparticles: Multi-Omics Combined with Frequent MRI in Multiple Sclerosis

Brain regional lesion burden and impaired mobility in the elderly

Average Daily Blood Pressure, Not Office Blood Pressure, Is Associated With Progression of Cerebrovascular Disease and Cognitive Decline in Older People

Brain anatomical correlates of fatigue in multiple sclerosis

Human gray matter: feasibility of single-slab 3D double inversion-recovery high-spatial-resolution MR imaging

Perivascular Unit: This Must Be the Place. The Anatomical Crossroad Between the Immune, Vascular and Nervous System

Cognitive profile and brain morphological changes in obstructive sleep apnea

Multiple sclerosis lesions that impair memory map to a connected memory circuit

Longitudinal microstructural changes of cerebral white matter and their association with mobility performance in older persons

Neurovascular coupling is impaired in slow walkers: The MOBILIZE Boston Study

Fronto‐striatal damage may contribute to resistance to fatigue‐lowering medications in multiple sclerosis

A putative Alzheimer's disease risk allele in PCK1 influences brain atrophy in multiple sclerosis

Editorial: Enlarged perivascular spaces: etiology and significance

Diagnostic performance of computed tomography features in detecting oropharyngeal squamous cell carcinoma extranodal extension

Reduced accuracy of MRI deep grey matter segmentation in multiple sclerosis: an evaluation of four automated methods against manual reference segmentations in a multi-center cohort

Serum NfL but not GFAP predicts cognitive decline in active progressive multiple sclerosis patients

Microstructural fronto-striatal and temporo-insular alterations are associated with fatigue in patients with multiple sclerosis independent of white matter lesion load and depression

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