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Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review

Canadian Association of Radiologists journal, 2019-11, Vol.70 (4), p.344-353

2019

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From Big Data to Precision Medicine

Frontiers in medicine, 2019-03, Vol.6, p.34-34

2019

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Prediction of Stroke Risk by Detection of Hemorrhage in Carotid Plaques: Meta-Analysis of Individual Patient Data

JACC. Cardiovascular imaging, 2020-02, Vol.13 (2 Pt 1), p.395-406

2020

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Brain Age Estimation on a Dementia Cohort Using FLAIR MRI Biomarkers

American journal of neuroradiology : AJNR, 2023-12, Vol.44 (12), p.1384

2023

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Moderate carotid artery stenosis: MR imaging-depicted intraplaque hemorrhage predicts risk of cerebrovascular ischemic events in asymptomatic men

Radiology, 2009-08, Vol.252 (2), p.502

2009

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Carotid Intraplaque Hemorrhage in Patients with Embolic Stroke of Undetermined Source

Journal of stroke and cerebrovascular diseases, 2018-07, Vol.27 (7), p.1956-1959

2018

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Whole volume brain extraction for multi-centre, multi-disease FLAIR MRI datasets

Magnetic resonance imaging, 2020-02, Vol.66, p.116-130

2020

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Age-Specific Sex Differences in Magnetic Resonance Imaging-Depicted Carotid Intraplaque Hemorrhage

Stroke (1970), 2017-08, Vol.48 (8), p.2129-2135

2017

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Detection of intraplaque hemorrhage by magnetic resonance imaging in symptomatic patients with mild to moderate carotid stenosis predicts recurrent neurological events

Journal of vascular surgery, 2008-02, Vol.47 (2), p.337-342

2008

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Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks

Frontiers in neuroinformatics, 2023-08, Vol.17, p.1197330-1197330

2023

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Automated Midline Estimation for Symmetry Analysis of Cerebral Hemispheres in FLAIR MRI

Frontiers in aging neuroscience, 2021-04, Vol.13, p.644137-644137

2021

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Vessel Wall–Imaging Biomarkers of Carotid Plaque Vulnerability in Stroke Prevention Trials: A viewpoint from The Carotid Imaging Consensus Group

JACC. Cardiovascular imaging, 2020-11, Vol.13 (11), p.2445-2456

2020

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Alzheimer’s and vascular disease classification using regional texture biomarkers in FLAIR MRI

NeuroImage clinical, 2023-01, Vol.38, p.103385-103385, Article 103385

2023

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Fabrication of Customizable Intraplaque Hemorrhage Phantoms for Magnetic Resonance Imaging

Molecular imaging and biology, 2022-10, Vol.24 (5), p.732-739

2022

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Robust White Matter Lesion Segmentation in FLAIR MRI

IEEE transactions on biomedical engineering, 2012-03, Vol.59 (3), p.860-871

2012

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Detecting conversion from mild cognitive impairment to Alzheimer's disease using FLAIR MRI biomarkers

NeuroImage clinical, 2023, Vol.40, p.103533-103533, Article 103533

2023

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Multinational Survey of Current Practice from Imaging to Treatment of Atherosclerotic Carotid Stenosis

Cerebrovascular diseases (Basel, Switzerland), 2021-02, Vol.50 (1), p.108-120

2021

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In vivo 3D high-spatial-resolution MR imaging of intraplaque hemorrhage

Radiology, 2008-10, Vol.249 (1), p.259

2008

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Incorporating Carotid Plaque Imaging into Routine Clinical Carotid Magnetic Resonance Angiography

Neuroimaging clinics of North America, 2016-02, Vol.26 (1), p.29

2016

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Evaluating the Outcomes and Trainee Performance of a Canadian Medical Imaging Clinician Investigator Program

Canadian Association of Radiologists journal, 2024-02, Vol.75 (1), p.28-37

2024

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MR pulse sequences: what every radiologist wants to know but is afraid to ask

Radiographics, 2006-03, Vol.26 (2), p.513

2006

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Carotid Plaque-RADS: A Novel Stroke Risk Classification System

JACC. Cardiovascular imaging, 2024-01, Vol.17 (1), p.62-75

2024

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Normal sex and age-specific parameters in a multi-ethnic population: a cardiovascular magnetic resonance study of the Canadian Alliance for Healthy Hearts and Minds cohort

Journal of cardiovascular magnetic resonance, 2022-01, Vol.24 (1), p.2-2, Article 2

2022

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Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review

From Big Data to Precision Medicine

Prediction of Stroke Risk by Detection of Hemorrhage in Carotid Plaques: Meta-Analysis of Individual Patient Data

Brain Age Estimation on a Dementia Cohort Using FLAIR MRI Biomarkers

Moderate carotid artery stenosis: MR imaging-depicted intraplaque hemorrhage predicts risk of cerebrovascular ischemic events in asymptomatic men

Carotid Intraplaque Hemorrhage in Patients with Embolic Stroke of Undetermined Source

Whole volume brain extraction for multi-centre, multi-disease FLAIR MRI datasets

Age-Specific Sex Differences in Magnetic Resonance Imaging-Depicted Carotid Intraplaque Hemorrhage

Detection of intraplaque hemorrhage by magnetic resonance imaging in symptomatic patients with mild to moderate carotid stenosis predicts recurrent neurological events

Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks

Automated Midline Estimation for Symmetry Analysis of Cerebral Hemispheres in FLAIR MRI

Vessel Wall–Imaging Biomarkers of Carotid Plaque Vulnerability in Stroke Prevention Trials: A viewpoint from The Carotid Imaging Consensus Group

Alzheimer’s and vascular disease classification using regional texture biomarkers in FLAIR MRI

Fabrication of Customizable Intraplaque Hemorrhage Phantoms for Magnetic Resonance Imaging

Robust White Matter Lesion Segmentation in FLAIR MRI

Detecting conversion from mild cognitive impairment to Alzheimer's disease using FLAIR MRI biomarkers

Effect of Cognitive Reserve on the Association of Vascular Brain Injury With Cognition: Analysis of the PURE and CAHHM Studies

Glycemic Index Versus Wheat Fiber on Arterial Wall Damage in Diabetes: A Randomized Controlled Trial

Multinational Survey of Current Practice from Imaging to Treatment of Atherosclerotic Carotid Stenosis

In vivo 3D high-spatial-resolution MR imaging of intraplaque hemorrhage

Incorporating Carotid Plaque Imaging into Routine Clinical Carotid Magnetic Resonance Angiography

Evaluating the Outcomes and Trainee Performance of a Canadian Medical Imaging Clinician Investigator Program

MR pulse sequences: what every radiologist wants to know but is afraid to ask

Carotid Plaque-RADS: A Novel Stroke Risk Classification System

Normal sex and age-specific parameters in a multi-ethnic population: a cardiovascular magnetic resonance study of the Canadian Alliance for Healthy Hearts and Minds cohort

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