| Canonical correlation analysis and partial least squares for identifying brain–behavior associations: A tutorial and a comparative study A Mihalik, J Chapman, RA Adams, NR Winter, FS Ferreira, ... Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 7 (11), 1055-1067, 2022 | 44 | 2022 |
| Gender bias in (neuro) science: facts, consequences and solutions J Schrouff, D Pischedda, S Genon, G Fryns, AL Pinho, E Vassena, ... | 43 | 2019 |
| Comparing the performance of normality tests with ROC analysis and confidence intervals M Patricio, F Ferreira, B Oliveiros, F Caramelo COMMUNICATIONS IN STATISTICS—SIMULATION AND COMPUTATION, 2016 | 43 | 2016 |
| Multiple holdouts with stability: improving the generalizability of machine learning analyses of brain–behavior relationships A Mihalik, FS Ferreira, M Moutoussis, G Ziegler, RA Adams, MJ Rosa, ... Biological psychiatry 87 (4), 368-376, 2020 | 40 | 2020 |
| Brain-behaviour modes of covariation in healthy and clinically depressed young people A Mihalik, FS Ferreira, MJ Rosa, M Moutoussis, G Ziegler, JM Monteiro, ... Scientific reports 9 (1), 11536, 2019 | 39 | 2019 |
| ABCD neurocognitive prediction challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression A Mihalik, M Brudfors, M Robu, FS Ferreira, H Lin, A Rau, T Wu, ... Challenge in adolescent brain cognitive development neurocognitive …, 2019 | 33 | 2019 |
| Structure-function correlations in Retinitis Pigmentosa patients with partially preserved vision: a voxel-based morphometry study A Rita Machado, A Carvalho Pereira, F Ferreira, S Ferreira, B Quendera, ... Scientific reports 7 (1), 11411, 2017 | 32 | 2017 |
| Early visual cortical structural changes in diabetic patients without diabetic retinopathy FS Ferreira, JMS Pereira, A Reis, M Sanches, JV Duarte, L Gomes, ... Graefe's Archive for Clinical and Experimental Ophthalmology 255, 2113-2118, 2017 | 21 | 2017 |
| ABCD Neurocognitive Prediction Challenge 2019: Predicting individual residual fluid intelligence scores from cortical grey matter morphology NP Oxtoby, FS Ferreira, A Mihalik, T Wu, M Brudfors, H Lin, A Rau, ... Challenge in Adolescent Brain Cognitive Development Neurocognitive …, 2019 | 13 | 2019 |
| A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure E Nicolaisen-Sobesky, A Mihalik, S Kharabian-Masouleh, FS Ferreira, ... Communications biology 5 (1), 1297, 2022 | 6 | 2022 |
| Extending inferential group analysis in type 2 diabetic patients with multivariate GLM implemented in SPM8 FS Ferreira, JMS Pereira, JV Duarte, M Castelo-Branco The Open Neuroimaging Journal 11, 32, 2017 | 2 | 2017 |
| A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets FS Ferreira, A Mihalik, RA Adams, J Ashburner, J Mourao-Miranda NeuroImage 249, 118854, 2022 | 1 | 2022 |
| Sparse PLS hyper-parameters optimisation for investigating brain-behaviour relationships FS Ferreira, MJ Rosa, M Moutoussis, R Dolan, J Shawe-Taylor, ... 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018 | 1 | 2018 |
| Combining multimorbidity clustering with limited demographic information enables high-precision outcome predictions FS Ferreira, E Le Lannou, B Post, S Haar, B Kadiverlu, SJ Brett, AA Faisal medRxiv, 2024.05. 28.24308024, 2024 | | 2024 |
| A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure (vol 6, 26, 2022,) E Nicolaisen-Sobesky, A Mihalik, S Kharabian-Masouleh, FS Ferreira, ... COMMUNICATIONS BIOLOGY 6 (1), 2023 | | 2023 |
| Two latent dimensions linking multi-featured brain structure to behaviour in healthy adults E Nicolaisen, BT Thomas Yeo, S Valk, S Maleki Balajoo, ... 27th Annual Meeting of the Organization for Human Brain Mapping, 2021 | | 2021 |
