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Early role of vascular dysregulation on late-onset Alzheimer's disease based on multifactorial data-driven analysis

Nature communications, 2016-06, Vol.7 (1), p.11934-11934, Article 11934

2016

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Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images

Scientific reports, 2018-04, Vol.8 (1), p.5697-13, Article 5697

2018

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Challenges and Opportunities with Causal Discovery Algorithms: Application to Alzheimer's Pathophysiology

Scientific reports, 2020-02, Vol.10 (1), p.2975-2975, Article 2975

2020

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Segmentation of MR images via discriminative dictionary learning and sparse coding: Application to hippocampus labeling

NeuroImage (Orlando, Fla.), 2013-08, Vol.76, p.11-23

2013

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A computational atlas of the hippocampal formation using ex vivo, ultra-high resolution MRI: Application to adaptive segmentation of in vivo MRI

NeuroImage (Orlando, Fla.), 2015-07, Vol.115, p.117-137

2015

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Predicting Alzheimer's disease progression using multi-modal deep learning approach

Scientific reports, 2019-02, Vol.9 (1), p.1952, Article 1952

2019

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Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

NeuroImage (Orlando, Fla.), 2015-01, Vol.104, p.398-412

2015

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Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease

PloS one, 2011-10, Vol.6 (10), p.e25446-e25446

2011

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Basal forebrain degeneration precedes and predicts the cortical spread of Alzheimer's pathology

Nature communications, 2016-11, Vol.7 (1), p.13249-13249, Article 13249

2016

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Amyloid-associated increases in soluble tau relate to tau aggregation rates and cognitive decline in early Alzheimer's disease

Nature communications, 2022-11, Vol.13 (1), p.6635-16, Article 6635

2022

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Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

NeuroImage (Orlando, Fla.), 2013-01, Vol.65, p.167-175

2013

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Tau‐Atrophy Variability Reveals Phenotypic Heterogeneity in Alzheimer's Disease

Annals of neurology, 2021-11, Vol.90 (5), p.751-762

2021

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A deep learning framework identifies dimensional representations of Alzheimer's Disease from brain structure

Nature communications, 2021-12, Vol.12 (1), p.7065-7065, Article 7065

2021

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Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults

BMC geriatrics, 2015-09, Vol.15 (1), p.107-107, Article 107

2015

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Dissociation of tau pathology and neuronal hypometabolism within the ATN framework of Alzheimer's disease

Nature communications, 2022-03, Vol.13 (1), p.1495-15, Article 1495

2022

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Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression

JAMA psychiatry (Chicago, Ill.), 2022-05, Vol.79 (5), p.464

2022

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Predicting Short-term MCI-to-AD Progression Using Imaging, CSF, Genetic Factors, Cognitive Resilience, and Demographics

Scientific reports, 2019-02, Vol.9 (1), p.2235, Article 2235

2019

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Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

NeuroImage (Orlando, Fla.), 2012-03, Vol.60 (1), p.59-70

2012

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Prediction of Alzheimer's disease in subjects with mild cognitive impairment from the ADNI cohort using patterns of cortical thinning

NeuroImage (Orlando, Fla.), 2013-01, Vol.65, p.511-521

2013

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Rich club analysis in the Alzheimer's disease connectome reveals a relatively undisturbed structural core network

Human brain mapping, 2015-08, Vol.36 (8), p.3087-3103

2015

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Higher CSF sTREM2 attenuates ApoE4-related risk for cognitive decline and neurodegeneration

Molecular neurodegeneration, 2020-10, Vol.15 (1), p.57-57, Article 57

2020

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Subjective Cognitive Complaints Contribute to Misdiagnosis of Mild Cognitive Impairment

Journal of the International Neuropsychological Society, 2014-09, Vol.20 (8), p.836-847

2014

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Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort

NeuroImage (Orlando, Fla.), 2010-11, Vol.53 (3), p.1051-1063

2010

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Improved longitudinal [18F]-AV45 amyloid PET by white matter reference and VOI-based partial volume effect correction

NeuroImage (Orlando, Fla.), 2015-03, Vol.108, p.450-459

2015

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Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer's disease

Scientific reports, 2017-01, Vol.7 (1), p.39880-39880, Article 39880

2017

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Early role of vascular dysregulation on late-onset Alzheimer's disease based on multifactorial data-driven analysis

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images

Challenges and Opportunities with Causal Discovery Algorithms: Application to Alzheimer's Pathophysiology

Segmentation of MR images via discriminative dictionary learning and sparse coding: Application to hippocampus labeling

A computational atlas of the hippocampal formation using ex vivo, ultra-high resolution MRI: Application to adaptive segmentation of in vivo MRI

Predicting Alzheimer's disease progression using multi-modal deep learning approach

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease

Basal forebrain degeneration precedes and predicts the cortical spread of Alzheimer's pathology

Amyloid-associated increases in soluble tau relate to tau aggregation rates and cognitive decline in early Alzheimer's disease

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

Tau‐Atrophy Variability Reveals Phenotypic Heterogeneity in Alzheimer's Disease

A deep learning framework identifies dimensional representations of Alzheimer's Disease from brain structure

Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults

Dissociation of tau pathology and neuronal hypometabolism within the ATN framework of Alzheimer's disease

Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression

Predicting Short-term MCI-to-AD Progression Using Imaging, CSF, Genetic Factors, Cognitive Resilience, and Demographics

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

Prediction of Alzheimer's disease in subjects with mild cognitive impairment from the ADNI cohort using patterns of cortical thinning

Rich club analysis in the Alzheimer's disease connectome reveals a relatively undisturbed structural core network

Higher CSF sTREM2 attenuates ApoE4-related risk for cognitive decline and neurodegeneration

Subjective Cognitive Complaints Contribute to Misdiagnosis of Mild Cognitive Impairment

Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort

Improved longitudinal [18F]-AV45 amyloid PET by white matter reference and VOI-based partial volume effect correction

Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer's disease

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