Fabio S. Ferreira

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 6

Top Topics

Incomplete Data

Conjugate Priors

Hierarchical Bayesian Model

Top Venues

Publications

Fabio S. Ferreira, Ágoston Mihalik, Rick A. Adams, John Ashburner, Janaina Mourão Miranda
A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets. NeuroImage 249 (2022)
Fabio S. Ferreira, Ágoston Mihalik, Rick A. Adams, John Ashburner, Janaina Mourão Miranda
A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets. CoRR (2021)
Neil P. Oxtoby, Fabio S. Ferreira, Ágoston Mihalik, Tong Wu, Mikael Brudfors, Hongxiang Lin, Anita Rau, Stefano B. Blumberg, Maria Robu, Cemre Zor, Maira Tariq, Mar Estarellas Garcia, Baris Kanber, Daniil I. Nikitichev, Janaina Mourão Miranda
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology. ABCD-NP@MICCAI (2019)
Ágoston Mihalik, Mikael Brudfors, Maria Robu, Fabio S. Ferreira, Hongxiang Lin, Anita Rau, Tong Wu, Stefano B. Blumberg, Baris Kanber, Maira Tariq, Mar Estarellas Garcia, Cemre Zor, Daniil I. Nikitichev, Janaina Mourão Miranda, Neil P. Oxtoby
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression. ABCD-NP@MICCAI (2019)
Fabio S. Ferreira, Maria J. Rosa, Michael Moutoussis, Ray Dolan, John Shawe-Taylor, John Ashburner, Janaina Mourão Miranda
Sparse PLS hyper-parameters optimisation for investigating brain-behaviour relationships. PRNI (2018)
Miguel Patricio, Fabio S. Ferreira, Bárbara Oliveiros, Francisco Caramelo
Comparing the performance of normality tests with ROC analysis and confidence intervals. Commun. Stat. Simul. Comput. 46 (10) (2017)