Comparing the performance of normality tests with ROC analysis and confidence intervals. - Miguel Patrício; Fabio S. Ferreira; Bárbara Oliveiros; Francisco Caramelo (Commun. Stat. Simul. Comput., 2017)

Sparse PLS hyper-parameters optimisation for investigating brain-behaviour relationships. - Fabio S. Ferreira; Maria João Duarte Rosa; Michael Moutoussis; Ray Dolan; John Shawe-Taylor; John Ashburner; Janaina Mourão Miranda (PRNI, 2018)

ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression. - 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; et al. (ABCD-NP@MICCAI, 2019)

ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology. - 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; et al. (ABCD-NP@MICCAI, 2019)

A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets. - Fabio S. Ferreira; Ágoston Mihalik; Rick A. Adams; John Ashburner; Janaina Mourão Miranda (NeuroImage, 2022)

Identifying latent disease factors differently expressed in patient subgroups using group factor analysis. - Fabio S. Ferreira; John Ashburner; Arabella Bouzigues; Chatrin Suksasilp; Lucy L. Russell; Phoebe H. Foster; Eve Ferry-Bolder; John C. van Swieten; Lize C. Jiskoot; Harro Seelaar; Raquel Sánchez-Valle; Robert Laforce; et al. (CoRR, 2024)