742 citations · 918 across the 3 of their papers we have counts for
4 papers
Improving Bias Correction Standards by Quantifying its Effects on Treatment Outcomes
Alexandre Abraham, Andrés Hoyos Idrobo
With the growing access to administrative health databases, retrospective studies have become crucial evidence for medical treatments. Yet, non-randomized studies frequently face s…
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
Alexandre Abraham, Michael Milham, Adriana Di Martino +4
Resting-state functional Magnetic Resonance Imaging (R-fMRI) holds the promise to reveal functional biomarkers of neuropsychiatric disorders. However, extracting such biomarkers is…
Region segmentation for sparse decompositions: better brain parcellations from rest fMRI
Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion +2
Functional Magnetic Resonance Images acquired during resting-state provide information about the functional organization of the brain through measuring correlations between brain a…
Machine Learning for Neuroimaging with Scikit-Learn
Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg +6
Statistical machine learning methods are increasingly used for neuroimaging data analysis. Their main virtue is their ability to model high-dimensional datasets, e.g. multivariate…