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Derek Beaton
Derek Beaton
Director of Advanced Analytics, Data Science & Advanced Analytics (DSAA), St. Michael’s Hospital
Bestätigte E-Mail-Adresse bei unityhealth.to - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
9232020
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
163*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
862016
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
682014
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, 1-16, 2019
592019
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
382013
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
382012
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
372012
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
372010
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
362014
Ontario neurodegenerative disease research initiative (ONDRI): structural MRI methods and outcome measures
J Ramirez, MF Holmes, CJM Scott, M Ozzoude, S Adamo, GM Szilagyi, ...
Frontiers in neurology 11, 847, 2020
342020
Characteristics of the Ontario neurodegenerative disease research initiative cohort
KM Sunderland, D Beaton, SR Arnott, P Kleinstiver, D Kwan, ...
Alzheimer's & Dementia 19 (1), 226-243, 2023
32*2023
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
312019
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
302021
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
302016
Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease
FE Godkin, E Turner, Y Demnati, A Vert, A Roberts, RH Swartz, ...
Journal of neurology, 1-14, 2022
292022
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
292020
Classification and staging of Parkinson's disease using video-based eye tracking
DC Brien, HC Riek, R Yep, J Huang, B Coe, C Areshenkoff, D Grimes, ...
Parkinsonism & Related Disorders 110, 105316, 2023
242023
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
242015
Canonical Correlation Analysis.
H Abdi, V Guillemot, A Eslami, D Beaton
Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018
222018
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