Derek Beaton
机构: Director of Advanced Analytics, Data Science & Advanced Analytics (DSAA), St. Michael’s Hospital
主页: derekbeaton.com
每年引用次数
引用次数
引用: 2,109
H-指数: 20
I10-指数 : 34
出版物: 125
Alzheimer's detection using neural network techniques and enhanced EEG measurements.
Iren Valova , Derek Beaton
Circuits, Signals, and Systems 303 -307
2005
An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic data
Gilbert Saporta , Hervé Abdi , Anne Bernard , Derek Beaton
PLS2014. 8th International Conference on Partial Least Squares and Related Methods
2014
MRI-visible perivascular space volumes, sleep duration and daytime dysfunction in adults with cerebrovascular disease.
Joel Ramirez , Melissa F Holmes , Courtney Berezuk , Donna Kwan
Sleep Medicine 83 83 -88
2021
A constrained singular value decomposition method that integrates sparsity and orthogonality
Vincent Guillemot , Derek Beaton , Arnaud Gloaguen , Tommy Löfstedt
PLOS ONE 14 ( 3) e0211463
5
2019
The Quality Assurance and Quality Control Protocol for Neuropsychological Data Collection and Curation in the Ontario Neurodegenerative Disease Research Initiative (ONDRI) Study
Paula M McLaughlin , Kelly M Sunderland , Derek Beaton , Malcolm A Binns
Assessment 2020 ( 5) 107319112091393
17
2020
The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project.
Kelly M Sunderland , Derek Beaton , Julia Fraser , Donna Kwan
BMC Medical Research Methodology 19 ( 1) 102
22
2019
RADDACL: A Recursive Algorithm for Clustering and Density Discovery on Non-linearly Separable Data
Derek Beaton , Iren Valova
international joint conference on neural network 1633 -1638
4
2007
Generalization of the minimum covariance determinant algorithm for categorical and mixed data types
Derek Beaton , Kelly M. Sunderland , Brian Levine , Jennifer Mandzia
bioRxiv 333005
8
2018
CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps
Derek Beaton , Iren Valova , Daniel MacLean
Neurocomputing 73 ( 10) 2147 -2159
29
2010
TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization
Derek Beaton , Iren Valova , Daniel MacLean
Neurocomputing 74 ( 17) 3125 -3141
2011
Multivariate genotypic analyses that identify specific genotypes to characterize disease and control groups in ADNI
Derek Beaton , Jenny R Rieck , Fahd Alhazmi , ADNI
bioRxiv 235945
1
2017
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
Genevera I Allen , Nicola Amoroso , Catalina Anghel , Venkat Balagurusamy
Alzheimers & Dementia 12 ( 6) 645 -653
67
2016
Unique aspects of impulsive traits in substance use and overeating: specific contributions of common assessments of impulsivity.
Derek Beaton , Hervé Abdi , Francesca M. Filbey
American Journal of Drug and Alcohol Abuse 40 ( 6) 463 -475
15
2014
Ontario Neurodegenerative Disease Research Initiative (ONDRI): Structural MRI Methods and Outcome Measures.
Melissa F Holmes , Christopher JM Scott , Miracle Ozzoude , Miracle Ozzoude
Frontiers in Neurology 11 847
5
2020
Qualitatively distinct factors contribute to elevated rates of paranoia in autism and schizophrenia.
Amy E. Pinkham , Noah J. Sasson , Derek Beaton , Hervé Abdi
Journal of Abnormal Psychology 121 ( 3) 767 -777
16
2012
Abnormal brain structure mediates the association between ApoE4 and slow gait among patients with pathological cognitive impairment: Results from the Ontario Neurodegenerative Research Initiative: Neuropsychiatry and behavioral neurology: Novel risk factors and novel approaches to risk in dementia
Ryota Sakurai , Frederico Faria‐Pieruccini , Allison Ann Dilliott , Robert Hegele
Alzheimers & Dementia 16
2020
Reduced neuronal activity in Alzheimer’s disease and mild cognitive impairment measured by resting state fMRI: Neuroimaging / Optimal neuroimaging measures for early detection
Seyyed Mohammad Hassan Haddad , Christopher J.M. Scott , Stephen R. Arnott , Miracle Ozzoude
Alzheimers & Dementia 16
2020
The use of TurSOM for color image segmentation
Derek Beaton , Iren Valova , Dan MacLean
systems, man and cybernetics 4232 -4237
2
2009
Differences in Human Cortical Gene Expression Match the Temporal Properties of Large-Scale Functional Networks
Claudia Cioli , Hervé Abdi , Derek Beaton , Yves Burnod
PLoS ONE 9 ( 12) e115913
43
2014
A Read-Aloud Storybook Selection System for Prereaders at the Preschool Language Level: A Pilot Study.
Amy Louise Schwarz , Anne van Kleeck , Derek Beaton , Erin Horne
Journal of Speech Language and Hearing Research 58 ( 4) 1273 -1291
7
2015
Hervé Abdi Francesca Mapua Filbey Vincent Guillemot Anjali Krishnan Sara Dalton Jenny Rieck Salma Mesmoudi Barry Fishman William R Penuel Lynne J. Williams Natasha Kovacevic Anthony Randal McIntosh Noah Sasson Amy Pinkham Christian Kohler Jeremy Roschelle Deborah Tatar Ian M. McDonough Claudia Cioli Aida Eslami