| 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 | 1070 | 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 | 176* | 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 | 89 | 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 | 73 | 2014 |
| 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 | 67 | 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 | 44 | 2013 |
| 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 | 40 | 2023 |
| 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 | 39 | 2012 |
| 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 | 38* | 2023 |
| 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 | 38 | 2022 |
| 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 | 38 | 2021 |
| 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 | 38 | 2020 |
| 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 | 38 | 2012 |
| 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 | 37 | 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 | 37 | 2010 |
| 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 | 35 | 2020 |
| 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 | 33 | 2019 |
| 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 | 33 | 2016 |
| Canonical Correlation Analysis. H Abdi, V Guillemot, A Eslami, D Beaton Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018 | 31 | 2018 |
| Cortical thickness estimation in individuals with cerebral small vessel disease, focal atrophy, and chronic stroke lesions M Ozzoude, J Ramirez, PR Raamana, MF Holmes, K Walker, CJM Scott, ... Frontiers in Neuroscience 14, 598868, 2020 | 26 | 2020 |
Hervé AbdiProfessor, The University of Texas at Dallas. School of Behavioral and Brain SciencesVerifierad e-postadress på utdallas.edu