Derek Beaton
Derek Beaton
Director of Advanced Analytics, Data Science & Advanced Analytics (DSAA), St. Michael’s Hospital
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Variability in the analysis of a single neuroimaging dataset by many teams
R Botvinik-Nezer, F Holzmeister, CF Camerer, A Dreber, J Huber, ...
Nature 582 (7810), 84-88, 2020
An ExPosition of multivariate analysis with the Singular Value Decomposition in R.
D Beaton, CR Chin Fatt, H Abdi
Computational Statistics & Data Analysis 72 (0), 176--189, 2014
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ...
Alzheimer's & Dementia 12 (6), 645-653, 2016
Differences in human cortical gene expression match the temporal properties of large-scale functional networks
C Cioli, H Abdi, D Beaton, Y Burnod, S Mesmoudi
PloS one 9 (12), e115913, 2014
CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps
D Beaton, I Valova, D MacLean
Neurocomputing 73 (10), 2147-2159, 2010
Analysis of regional cerebral blood flow data to discriminate among Alzheimer's disease, fronto-temporal dementia, and elderly controls: A multi-block barycentric discriminant …
H Abdi, LJ Williams, D Beaton, MT Posamentier, TS Harris, A Krishnan, ...
Journal of Alzheimer's Disease, 2012
Qualitatively distinct factors contribute to elevated rates of paranoia in autism and schizophrenia
AE Pinkham, NJ Sasson, D Beaton, H Abdi, CG Kohler, DL Penn
Journal of Abnormal Psychology 121 (3), 767-777, 2012
The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project
KM Sunderland, D Beaton, J Fraser, D Kwan, PM McLaughlin, ...
BMC medical research methodology 19 (1), 1-16, 2019
Revisiting PLS resampling: comparing significance versus reliability across range of simulations
N Kovacevic, H Abdi, D Beaton, AR McIntosh
New perspectives in partial least squares and related methods, 159-170, 2013
Unique Aspects of Impulsive Traits in Substance Use and Overeating: Specific Contributions of Common Assessments of Impulsivity.
D Beaton, H Abdi, F Filbey
The American Journal of Drug and Alcohol Abuse, 2014
Partial least squares correspondence analysis: A framework to simultaneously analyze behavioral and genetic data.
D Beaton, J Dunlop, H Abdi
Psychological Methods 21 (4), 621, 2016
A Read-Aloud Storybook Selection System for Pre-Readers at the Preschool Language Level: A Pilot Study
AL Schwarz, A van Kleeck, D Beaton, E Horne, H MacKenzie, H Abdi
Journal of Speech, Language, and Hearing Research, 2015
Fractal initialization for high-quality mapping with self-organizing maps
I Valova, D Beaton, A Buer, D MacLean
Neural computing & applications 19 (7), 953-966, 2010
A constrained singular value decomposition method that integrates sparsity and orthogonality
V Guillemot, D Beaton, A Gloaguen, T Löfstedt, B Levine, N Raymond, ...
PloS one 14 (3), e0211463, 2019
Semantically defined subdomains of functional neuroimaging literature and their corresponding brain regions
FH Alhazmi, D Beaton, H Abdi
Human brain mapping 39 (7), 2764-2776, 2018
The quality assurance and quality control protocol for neuropsychological data collection and curation in the Ontario Neurodegenerative Disease Research Initiative (ONDRI) study
PM McLaughlin, KM Sunderland, D Beaton, MA Binns, D Kwan, B Levine, ...
Assessment 28 (5), 1267-1286, 2021
Integrating Partial Least Squares Correlation and Correspondence Analysis for Nominal Data
D Beaton, F Filbey, H Abdi
New Perspectives in Partial Least Squares and Related Methods. 56, 81--94, 2013
Canonical Correlation Analysis.
H Abdi, V Guillemot, A Eslami, D Beaton
Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018
Identification of Patterns via Region-Growing Parallel SOM Neural Network
I Valova, D MacLean, D Beaton
Machine Learning and Applications, 2008. ICMLA'08. Seventh International …, 2008
Guidelines for data acquisition, quality and curation for observational research designs (DAQCORD)
A Ercole, V Brinck, P George, R Hicks, J Huijben, M Jarrett, M Vassar, ...
Journal of clinical and translational science 4 (4), 354-359, 2020
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