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Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease

Frontiers in neuroinformatics, 2014-01, Vol.7, p.50-50

2014

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Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging

NeuroImage (Orlando, Fla.), 2020-09, Vol.218, p.116993-116993, Article 116993

2020

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Longitudinal diffusion MRI analysis using Segis-Net: A single-step deep-learning framework for simultaneous segmentation and registration

NeuroImage (Orlando, Fla.), 2021-07, Vol.235, p.118004-118004, Article 118004

2021

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Ten years of image analysis and machine learning competitions in dementia

NeuroImage (Orlando, Fla.), 2022-06, Vol.253, p.119083-119083, Article 119083

2022

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Multiparametric computer-aided differential diagnosis of Alzheimer’s disease and frontotemporal dementia using structural and advanced MRI

European radiology, 2017-08, Vol.27 (8), p.3372-3382

2017

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Analyzing the effect of APOE on Alzheimer’s disease progression using an event-based model for stratified populations

NeuroImage (Orlando, Fla.), 2021-02, Vol.227, p.117646-117646, Article 117646

2021

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Progression along data-driven disease timelines is predictive of Alzheimer’s disease in a population-based cohort

NeuroImage (Orlando, Fla.), 2021-09, Vol.238, p.118233-118233, Article 118233

2021

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Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer’s disease

NeuroImage clinical, 2021-01, Vol.31, p.102712-102712, Article 102712

2021

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Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting

NPJ digital medicine, 2023-07, Vol.6 (1), p.129-129, Article 129

2023

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Multi-study validation of data-driven disease progression models to characterize evolution of biomarkers in Alzheimer's disease

NeuroImage clinical, 2019-01, Vol.24, p.101954-101954, Article 101954

2019

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The sequence of structural, functional and cognitive changes in multiple sclerosis

NeuroImage clinical, 2021-01, Vol.29, p.102550-102550, Article 102550

2021

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Feature Selection Based on the SVM Weight Vector for Classification of Dementia

IEEE journal of biomedical and health informatics, 2015-09, Vol.19 (5), p.1617-1626

2015

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Cerebral Perfusion and the Occurrence of Nonfocal Transient Neurological Attacks

Cerebrovascular diseases (Basel, Switzerland), 2019-09, Vol.47 (5-6), p.303-308

2019

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Quantitative Functional Arterial Spin Labeling (fASL) MRI--Sensitivity and Reproducibility of Regional CBF Changes Using Pseudo-Continuous ASL Product Sequences

PloS one, 2015-07, Vol.10 (7), p.e0132929-e0132929

2015

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Qualitative Assessment of Longitudinal Changes in Phenocopy Frontotemporal Dementia

Frontiers in neurology, 2019-11, Vol.10, p.1207-1207

2019

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Delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) shows no change in cartilage structural composition after viscosupplementation in patients with early-stage knee osteoarthritis

PloS one, 2013-11, Vol.8 (11), p.e79785-e79785

2013

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Lower haemoglobin concentrations are associated with impaired cognition in patients with carotid artery occlusion

Cerebral circulation - cognition and behavior, 2023-01, Vol.5, p.100169, Article 100169

2023

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Small vessel disease burden and functional brain connectivity in mild cognitive impairment

Cerebral circulation - cognition and behavior, 2024-01, Vol.6, p.100192, Article 100192

2024

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The Missing Link in the Pathophysiology of Vascular Cognitive Impairment: Design of the Heart-Brain Study

Cerebrovascular diseases extra, 2017-10, Vol.7 (3), p.140-152

2017

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Cerebral blood flow and cognitive functioning in patients with disorders along the heart–brain axis

Alzheimer's & dementia : translational research & clinical interventions, 2020, Vol.6 (1), p.n/a

2020

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Structural and functional brain abnormalities place phenocopy frontotemporal dementia (FTD) in the FTD spectrum

NeuroImage clinical, 2016-01, Vol.11 (C), p.595-605

2016

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A cluster of blood-based protein biomarkers reflecting coagulation relates to the burden of cerebral small vessel disease

Journal of cerebral blood flow and metabolism, 2022-07, Vol.42 (7), p.1282-1293

2022

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Cerebral cortical microinfarcts in patients with internal carotid artery occlusion

Journal of cerebral blood flow and metabolism, 2021-10, Vol.41 (10), p.2690-2698

2021

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Is T1ρ Mapping an Alternative to Delayed Gadolinium-enhanced MR Imaging of Cartilage in the Assessment of Sulphated Glycosaminoglycan Content in Human Osteoarthritic Knees? An in Vivo Validation Study

Radiology, 2016-05, Vol.279 (2), p.523-531

2016

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A discriminative event‐based model for subtype diagnosis of sporadic Creutzfeldt‐Jakob disease using brain MRI

Alzheimer's & dementia, 2023-08, Vol.19 (8), p.3261-3271

2023

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Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease

Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging

Longitudinal diffusion MRI analysis using Segis-Net: A single-step deep-learning framework for simultaneous segmentation and registration

Ten years of image analysis and machine learning competitions in dementia

Multiparametric computer-aided differential diagnosis of Alzheimer’s disease and frontotemporal dementia using structural and advanced MRI

Analyzing the effect of APOE on Alzheimer’s disease progression using an event-based model for stratified populations

Progression along data-driven disease timelines is predictive of Alzheimer’s disease in a population-based cohort

Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer’s disease

Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting

Multi-study validation of data-driven disease progression models to characterize evolution of biomarkers in Alzheimer's disease

The sequence of structural, functional and cognitive changes in multiple sclerosis

Feature Selection Based on the SVM Weight Vector for Classification of Dementia

Cerebral Perfusion and the Occurrence of Nonfocal Transient Neurological Attacks

Quantitative Functional Arterial Spin Labeling (fASL) MRI--Sensitivity and Reproducibility of Regional CBF Changes Using Pseudo-Continuous ASL Product Sequences

Qualitative Assessment of Longitudinal Changes in Phenocopy Frontotemporal Dementia

Delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) shows no change in cartilage structural composition after viscosupplementation in patients with early-stage knee osteoarthritis

Lower haemoglobin concentrations are associated with impaired cognition in patients with carotid artery occlusion

Small vessel disease burden and functional brain connectivity in mild cognitive impairment

The Missing Link in the Pathophysiology of Vascular Cognitive Impairment: Design of the Heart-Brain Study

Cerebral blood flow and cognitive functioning in patients with disorders along the heart–brain axis

Structural and functional brain abnormalities place phenocopy frontotemporal dementia (FTD) in the FTD spectrum

A cluster of blood-based protein biomarkers reflecting coagulation relates to the burden of cerebral small vessel disease

Cerebral cortical microinfarcts in patients with internal carotid artery occlusion

Is T1ρ Mapping an Alternative to Delayed Gadolinium-enhanced MR Imaging of Cartilage in the Assessment of Sulphated Glycosaminoglycan Content in Human Osteoarthritic Knees? An in Vivo Validation Study

A discriminative event‐based model for subtype diagnosis of sporadic Creutzfeldt‐Jakob disease using brain MRI

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