223 citations · 246 across the 14 of their papers we have counts for
4 papers · 1 filter
Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements
Maëliss Jallais, Pedro Luiz Coelho Rodrigues, Alexandre Gramfort +1
Effective characterisation of the brain grey matter cytoarchitecture with quantitative sensitivity to soma density and volume remains an unsolved challenge in diffusion MRI (dMRI).…
Inferring the Localization of White-Matter Tracts using Diffusion Driven Label Fusion
Guillermo Gallardo, Gaston Zanitti, Mat Higger +2
Inferring which pathways are affected by a brain lesion is key for both pre and post-treatment planning. However, many disruptive lesions cause changes in the tissue that interrupt…
ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models
Louis Rouillard, Demian Wassermann
Frequently, population studies feature pyramidally-organized data represented using Hierarchical Bayesian Models (HBM) enriched with plates. These models can become prohibitively l…
Complex Coordinate-Based Meta-Analysis with Probabilistic Programming
Valentin Iovene, Gaston Zanitti, Demian Wassermann
With the growing number of published functional magnetic resonance imaging (fMRI) studies, meta-analysis databases and models have become an integral part of brain mapping research…