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Derek Beaton

Variability in the analysis of a single neuroimaging dataset by many teams
2020 · Rotem Botvinik-Nezer, Felix Holzmeister, et al. · Nature · 1,108
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An ExPosition of multivariate analysis with the singular value decomposition in R
2013 · Derek Beaton, Cherise R. Chin Fatt, et al. · Computational Statistics & Data Analysis · 149
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
2016 · Genevera I. Allen, Nicola Amoroso, et al. · Alzheimer s & Dementia · 89
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Classification and staging of Parkinson's disease using video-based eye tracking
2023 · Donald C. Brien, Heidi C. Riek, et al. · Parkinsonism & Related Disorders · 75
Differences in Human Cortical Gene Expression Match the Temporal Properties of Large-Scale Functional Networks
2014 · Claudia Cioli, Hervé Abdi, et al. · PLoS ONE · 69
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The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project
2019 · ONDRI Investigators, Kelly M. Sunderland, et al. · BMC Medical Research Methodology · 64
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Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease
2021 · F. Elizabeth Godkin, Erin Turner, et al. · Journal of Neurology · 45
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Cognitive correlates of antisaccade behaviour across multiple neurodegenerative diseases
2023 · Heidi C Riek, Donald C Brien, et al. · Brain Communications · 43
Ontario Neurodegenerative Disease Research Initiative (ONDRI): Structural MRI Methods and Outcome Measures
2020 · Joel Ramirez, Melissa F. Holmes, et al. · Frontiers in Neurology · 41
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Using Machine Learning (XGBoost) to Predict Outcomes After Infrainguinal Bypass for Peripheral Artery Disease
2023 · Ben Li, Naomi Eisenberg, et al. · Annals of Surgery · 37
Partial least squares correspondence analysis: A framework to simultaneously analyze behavioral and genetic data.
2015 · Derek Beaton, Alzheimer’s Disease Neuroimaging Initiative, et al. · Psychological Methods · 36
Machine Learning to Predict Outcomes of Endovascular Intervention for Patients With PAD
2024 · Ben Li, Blair E. Warren, et al. · JAMA Network Open · 35
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Analysis of Regional Cerebral Blood Flow Data to Discriminate among Alzheimer's Disease, Frontotemporal Dementia, and Elderly Controls: A Multi-Block Barycentric Discriminant Analysis (MUBADA) Methodology
2012 · Hervé Abdi, Lynne J. Williams, et al. · Journal of Alzheimer s Disease · 35
The Quality Assurance and Quality Control Protocol for Neuropsychological Data Collection and Curation in the Ontario Neurodegenerative Disease Research Initiative (ONDRI) Study
2020 · Paula M. McLaughlin, Kelly M. Sunderland, et al. · Assessment · 34
CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps
2010 · Derek Beaton, Iren Valova, et al. · Neurocomputing · 32
Characteristics of the Ontario Neurodegenerative Disease Research Initiative cohort
2022 · Kelly M. Sunderland, Derek Beaton, et al. · Alzheimer s & Dementia · 31
Revisiting PLS Resampling: Comparing Significance Versus Reliability Across Range of Simulations
2013 · Natasa Kovacevic, Hervé Abdi, et al. · Springer proceedings in mathematics & statistics · 29
Parkinson's Disease, NOTCH3 Genetic Variants, and White Matter Hyperintensities
2020 · Joel Ramirez, Allison A. Dilliott, et al. · Movement Disorders · 27
Unique aspects of impulsive traits in substance use and overeating: specific contributions of common assessments of impulsivity
2014 · Derek Beaton, Hervé Abdi, et al. · The American Journal of Drug and Alcohol Abuse · 27
Using machine learning to predict outcomes following carotid endarterectomy
2023 · Ben Li, Derek Beaton, et al. · Journal of Vascular Surgery · 25
White matter hyperintensities and smaller cortical thickness are associated with neuropsychiatric symptoms in neurodegenerative and cerebrovascular diseases
2023 · Miracle Ozzoude, Brenda Varriano, et al. · Alzheimer s Research & Therapy · 24
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White matter hyperintensity burden predicts cognitive but not motor decline in Parkinson's disease: results from the Ontario Neurodegenerative Diseases Research Initiative
2023 · Daniela Cristina Carvalho de Abreu, Frederico Pieruccini‐Faria, et al. · European Journal of Neurology · 24
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Qualitatively distinct factors contribute to elevated rates of paranoia in autism and schizophrenia.
2012 · Amy E. Pinkham, Noah J. Sasson, et al. · Journal of Abnormal Psychology · 24
Predicting Major Adverse Cardiovascular Events Following Carotid Endarterectomy Using Machine Learning
2023 · Ben Li, Raj Verma, et al. · Journal of the American Heart Association · 23
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Machine learning to predict outcomes following endovascular abdominal aortic aneurysm repair
2023 · Ben Li, Badr Aljabri, et al. · British journal of surgery · 23
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Works count: 126
Citation count: 2,745
H-index: 23
I10-index: 55
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