Publications

A deep learning approach for automated scoring of the Rey-Osterrieth complex figure

_{N. Langer, M. Weber, B.H. Vieira, et al. – eLife - 2024-11-28}

Individual cognitive traits can be predicted from task-based dynamic functional connectivity with a deep convolutional-recurrent model

_{E.A. de Souza, B.H. Vieira, C.E.G. Salmon – Cerebral Cortex - 2024-10-23}

Toward Understanding Autism Heterogeneity: Identifying Clinical Subgroups and Neuroanatomical Deviations

_{J. Meijer, B.H. Vieira, C. Elleaume, Z. Baranczuk-Turska, N. Langer, D.L. Floris – Journal of Psychopathology and Clinical Science - 2024-03-11}

fMRI functional connectivity is a better predictor of general intelligence than cortical morphometric features and ICA parcellation order affects predictive performance

_{E.A. de Souza, S.A. Silva, B.H. Vieira, C.E.G. Salmon – Intelligence - 2023-01-20}

Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging

_{B.H. Vieira, F. Liem, K. Dadi, D.A. Engemann, A. Gramfort, P. Bellec, R.C. Craddock, J.S. Damoiseaux, C.J. Steele, T. Yarkoni, N. Langer, D.S. Margulies, G. Varoquaux – Neurobiology of Aging - 2022-07-31}

On the prediction of human intelligence from neuroimaging: A systematic review of methods and reporting

_{B.H. Vieira, G.S.P. Pamplona, K. Fachinello, A.K. Silva, M.P. Foss, C.E.G. Salmon – Intelligence - 2022-05-12}

Uncertainty Reduction in Logistic Growth Regression Using Surrogate Systems Carrying Capacities: a COVID-19 Case Study

_{B.H. Vieira, N.H. Hiar, G.C. Cardoso – Brazilian Journal of Physics - 2021-11-30}

A deep learning based approach identifies regions more relevant than resting-state networks to the prediction of general intelligence from resting-state fMRI

_{B.H. Vieira, J. Dubois, V.D. Calhoun, C.E.G. Salmon – Human Brain Mapping - 2021-09-29}

Sublinear association between cortical thickness at the onset of the adult lifespan and age-related annual atrophy parallels spatial patterns of laminar organization in the adult cerebral cortex

_{B.H. Vieira, C.E.G. Salmon – NeuroImage: Reports - 2021-05-01}

Linking brain biology to intellectual endowment: a review on the associations between human intelligence and neuroimaging data

_{A.S. Dizaji, B.H. Vieira, M.-R. Khodaei, M. Ashrafi, E. Parham, G.-A. Hossein-Zadeh, C.E.G. Salmon, H. Soltanian-Zadeh – Basic and Clinical Neuroscience - 2021-01-01}

Evidence of regional associations between age-related inter-individual differences in resting-state functional connectivity and cortical thinning revealed through a multi-level analysis

_{B.H. Vieira, C. Rondinoni, C.E.G. Salmon – NeuroImage - 2020-05-01}

Personode: A Toolbox for ICA Map Classification and Individualized ROI Definition

_{G.S.P. Pamplona, B.H. Vieira, F. Scharnowski, C.E.G. Salmon – Neuroinformatics - 2020-03-01}

A principled multivariate intersubject analysis of Generalized Partial Directed Coherence with Dirichlet Regression: application to healthy aging in areas exhibiting cortical thinning

_{B.H. Vieira, C.E.G. Salmon – Journal of Neuroscience Methods - 2019-01-01}

Brain functional connectivity in regions with cortical thinning linked to healthy aging (Dissertation)

_{B.H. Vieira – University of São Paulo - 2018-02-22}

Pattern recognition of abscesses and brain tumors through MR spectroscopy: Comparison of experimental conditions and radiological findings

_{B.H. Vieira, A.C. dos Santos, C.E.G. Salmon – Research on Biomedical Engineering - 2017-08-17}

Bruno Hebling Vieira